13 Open Source Tools To Make The Most Of Machine Learning
This article outlines 13 open source tools that programmers can exploit to make the most of machine learning.
I’m ready to build a sleek personal portfolio in React that highlights my work through a dedicated project-showcase se...assets for performance • Deployed to my own domain once we finish, with simple instructions so I can push future updates myself Nice-to-have (not critical for this phase): a contact form or small blog section; we can discuss if you have proven components we can drop in quickly. Acceptance criteria 1. Source code delivered via Git repo with clear README. 2. Build passes without errors (npm / yarn). 3. Lighthouse performance score above 90 on mobile. 4. All projects in the showcase render correctly across Chrome, Firefox, Safari, and Edge. If you’ve shipped polished React portfolios before and can share a live example, let’s tal...
I’m ready to build a sleek personal portfolio in React that highlights my work through a dedicated project-showcase se...assets for performance • Deployed to my own domain once we finish, with simple instructions so I can push future updates myself Nice-to-have (not critical for this phase): a contact form or small blog section; we can discuss if you have proven components we can drop in quickly. Acceptance criteria 1. Source code delivered via Git repo with clear README. 2. Build passes without errors (npm / yarn). 3. Lighthouse performance score above 90 on mobile. 4. All projects in the showcase render correctly across Chrome, Firefox, Safari, and Edge. If you’ve shipped polished React portfolios before and can share a live example, let’s tal...
I'm seeking a talented designer to create an original hand-drawn, playful and colorful logo for my yarn company. The logo will feature a sheep and a moon but I am otherwise open. The logo should capture the fun and creativity associated with yarn and crafting and feature a cohesive color palette. It should feel whimsical, a little dreamy, and not corporate. Requirements: - Modern and minimalistic, or playful and colorful styles welcome - Open to color suggestions - No AI art Ideal Skills and Experience: - Strong portfolio showcasing past human-made work - Experience in creating logos, especially for craft or textile-related businesses - Ability to provide creative and vibrant color options - Unique, cohesive style with a portfolio that looks like it belongs to one arti...
...putting together the launch campaign for our inaugural Great Southern Yarn advent calendar and I need a single, captivating hero image that captures the phrase “somewhere beyond the rainbow.” The artwork has to feel whimsical and magical while bursting with bright, vibrant colours that hint at the Wizard-of-Oz journey—without using any direct, copyright-protected icons. Think suggestive gradients, playful textures, light-filled pathways or silhouettes that evoke yellow-brick exhilaration and ruby-red excitement, but stay firmly in the realm of colour storytelling rather than literal movie references. The finished graphic will headline our preorder page, social posts and print flyers announcing: • Debut of Great Southern Yarn • Pre-order now...
I would like a clear, well-formatted PDF that walks a crocheter through making a small, yarn-based vintage car meant purely for display. Please write the instructions in standard US terms, include stitch abbreviations, a complete materials list, recommended hook size, gauge information, colour suggestions and any finishing or blocking steps needed to achieve a crisp, showroom-worthy shape. Because shaping is the heart of this project, step-by-step photos (or simple diagrams) for tricky sections such as wheel wells, windshield curves and final assembly are essential. I expect the finished car to sit comfortably in the palm of an adult hand—roughly 20–25cm long—but I’m open to your professional advice if a slightly different scale makes the construction cleane...
...Components & Variants Design Systems Interactive Prototypes Responsive Design UI/UX Best Practices Frontend React.js (Preferred) JavaScript (ES6+) / TypeScript HTML5 CSS3 Tailwind CSS Material UI / Shadcn UI / Chakra UI Responsive Web Design Animation Framer Motion GSAP (Preferred) CSS Animations Lottie Integration Basic After Effects (Preferred) Development Tools Git & GitHub VS Code npm / Yarn REST APIs Axios / Fetch API Preferred Qualifications 2–5 years of experience building React-based user interfaces. Strong portfolio showcasing both Figma designs and live React projects. Experience creating reusable React component libraries. Understanding of modern frontend architecture. Familiarity with responsive design and accessibility (WCAG). Experience with animation...
...protagonists made entirely of stylized, abstract thread and let them move through lush, natural environments—think misty waterfalls and quiet park paths—while the audio plays. The story needs to stay clear: gentle walks in the park, tender moments by the falls, subtle challenges that arise between them, and an eventual reconciliation. All of it should feel hand-crafted, with the texture of real yarn or embroidery translated into fluid animation. Just as important as the visuals, I need a fully timed lyric video. Every line must appear on-screen exactly when it’s sung, integrated into the scenery rather than floating as a generic overlay. I’ll provide the mastered audio, full lyrics, and any time-coded notes as soon as we start. Deliverables • One...
I’d like an experienced knitter to turn my vision for a small run of modern-cut cropped angora short-sleeved sweater into reality, working exclusively with soft angora rabbit hair yarn. The overall aesthetic is clean and contemporary, so please avoid anything overly ornate; I picture a simple stockinette fabric that lets the luxurious fiber speak for itself. The knitted would need to source the pink angora yarn. Key to success will be the quality of the angora fiber. I would want a knitter I can work with to adjust the styles as we go. I have used factories to make my designs in the past, but I want to create a line of high-quality angora sweaters in limited amounts, which factories don't do very well. The attached images show the first design I have in min...
...match jacquard or rotary print constraints, and annotate everything clearly in Adobe Illustrator or a similar CAD environment. Familiarity with weave structures, color fastness requirements, and cotton or cotton-blend yarn counts will help you hit the ground running. Please share past work on towels or comparable home-textile projects so I can see how you approach pattern development, material choices, and technical files. Deliverables (to be submitted in order): • Full-scale artwork files ready for engraving or jacquard set-up • Detailed construction sheet covering yarn type, weight, loop density, and finishing notes • Complete spec pack (measurements, tolerances, labeling, packaging guidelines) formatted for my factory Files must be provided in edi...
...new contributor still spends too long figuring out how to get started. I need a clear, developer-focused user manual that lays out, step-by-step, how to work with the existing MongoDB, Express, React and Node codebase. Here is what I expect to receive: • Installation and setup – a guide that takes a fresh machine from zero to a working local environment, including required versions of Node, npm/yarn, MongoDB (or Docker), environment variables and the exact start commands. • Code structure and modules – an annotated walk-through of the project folders, major Express routes, React containers/components, shared utilities and any Mongoose models so a developer can quickly locate where to add or change features. • Troubleshooting and debugging – ...
My marketing site still relies on an old Base44-centric codebase and the build k...clean build, and trim away the Base44-only parts so the project can compile and run without them. Whether the final build is pushed to Netlify or Vercel is up to you—I’m fine with either platform as long as the production URL is live and the CI/CD pipeline triggers automatically on every push to main. Deliverables • Clean, dependency-free repository that builds locally with a single npm / yarn command • Working deployment on Netlify or Vercel (including environment variables and production config) • Short hand-off note outlining what you changed and how to redeploy in the future No redesigns or extra features are planned; I simply want the existing site running ...
I need a clean, single-page landing site built with React, HTML, CSS and a touc...matters, so plan on incorporating high-quality images and subtle, performance-friendly animations that enhance—never distract from—the content. Please structure the project so I can drop in final copy and media myself later. Reusable components, well-commented code, and responsive styling are a must. When you hand off the work, include: • The complete React project folder, ready to run with npm/yarn • Clear instructions for local setup and deployment • A brief note explaining where to update text, images, and animation assets If you have questions about flow, animation libraries, or best practices for performance, let’s discuss them early so we can keep iterati...
...React 19 (Create React App via CRACO) | | **Routing** | React Router v6 | | **Styling** | Tailwind CSS + custom design tokens | | **UI Components** | Shadcn/UI (built on Radix UI primitives) | | **Icons** | Lucide React | | **Toasts** | Sonner | | **Forms** | React Hook Form + Zod | | **Data fetching** | TanStack React Query + Axios | | **Build tool** | Webpack (via CRACO) | | **Package manager** | Yarn | ### Backend (`/app/backend`) | Layer | Technology | | **Framework** | FastAPI (Python 3.11) | | **Async server** | Uvicorn (managed by Supervisor) | | **Data validation** | Pydantic v2 | | **Database driver** | Motor (async MongoDB) | | **Auth tokens** | PyJWT (JWT in httpOnly cookies) | | **Password hashing** | Passlib (bcrypt) | | **Rate limiting** | slowapi | | **HTTP clien...
...reversible pattern could work well. • It needs to roll compactly and include snap connection points to stay folded when being rolled in. Material must by strong and durable and able to be reeled in, pulled in by a motor. . Deliverables I expect: Prototype of design. Single or multiple TBD • Digital pattern and colourway files (AI or PSD plus print-ready PDFs) • Full material specification with yarn denier, weave/knit density, finishing treatments, and performance test standards you recommend (UV, abrasion, water-repellency) • A concise tech pack that a mill can quote from, including tolerance charts and suggested finishing methods • If possible, a short list of mills or suppliers capable of producing small pilot runs Acceptance criteria: final f...
...reversible pattern could work well. • It needs to roll compactly and include snap connection points to stay folded when being rolled in. Material must by strong and durable and able to be reeled in, pulled in by a motor. . Deliverables I expect: Prototype of design. Single or multiple TBD • Digital pattern and colourway files (AI or PSD plus print-ready PDFs) • Full material specification with yarn denier, weave/knit density, finishing treatments, and performance test standards you recommend (UV, abrasion, water-repellency) • A concise tech pack that a mill can quote from, including tolerance charts and suggested finishing methods • If possible, a short list of mills or suppliers capable of producing small pilot runs Acceptance criteria: final f...
I'm looking for a talented artist to create cartoonish stream art for my gaming channel. The art should be vibrant, engaging, and captu...Experience in cartoonish art style - Familiarity with gaming aesthetics - Proficient in creating cohesive art for multiple formats I stream on Twitch and I'd like to do something that I haven't at least seen. I do D&D and other online game streams. What I'd like for the D&D stream is as attached picture, during starting soon and intermission screens, a somali cat playing with various items (i.e. dice, yarn, laser pointer, tumbling books, sleeping on stack of books) in giving direction early on what the stream will be. Potentially I would like to expand on possibly a vtube model but that would be later down the line. ...
I’m starting from a blank s...proper error handling and logging. • Secure handling of keys, secrets, or tokens (dotenv, vault, or a similar approach), plus automatic token refresh where the provider requires it. • Unit tests (Jest, Mocha, or similar) that mock the external calls so I can run CI without hitting rate limits. • A concise README that explains environment variables, how to spin the service up locally with npm or yarn, and how to deploy it on a standard Linux host or container. Acceptance criteria The API must hit the provider’s sandbox successfully and return the agreed-upon JSON shape for each route with 100 % passing tests. Once delivered, I’ll plug it into the wider system, so please keep the code modular and clearly commente...
...add sales tracking and employee scheduling next. Feel free to suggest the data store you’re most comfortable with (PostgreSQL, MySQL, or MongoDB are all fine). Acceptance criteria: 1. Stock counts update correctly after each transaction. 2. Low-stock alerts trigger at configurable thresholds. 3. API passes automated tests covering CRUD and permission checks. 4. Front-end builds cleanly with npm/yarn and runs on a standard Node 18 environment. If this sounds like your kind of project, let’s talk timelines and any clarifications you need....
...page transitions match the XD prototype. 2. Sign-up, login, logout and protected routes function smoothly, with bcrypt-hashed passwords and JWT or NextAuth session handling. 3. All dynamic data reads and writes successfully to the database; env variables are used for secrets. 4. Lighthouse desktop score ≥ 90 for performance and accessibility. 5. Source builds without errors using yarn install && yarn build; README covers setup in under 5 minutes. app has an e-Commerce functionality, Payment integration - Razorpay Shipping integration - Shiprocket I’m online for quick feedback and will start a follow-up mobile build once this web version is live, so well-structured components and reusable styles will be appreciated....
...accents—yet rendered in a fresh palette of pastel, softly toned colours that keep the look light and contemporary. The final artwork must be suitable for jacquard looms, with accurate repeats and colour separations so my weaving unit can move straight to sampling. Please supply layered digital files (TIF, PSD, or any industry-standard jacquard format you prefer) along with a brief notation of yarn counts or pick information if relevant. If you have a portfolio that shows similar traditional work—especially pieces where pastel shades have been handled with subtlety—share it so I can gauge fit quickly. I’m happy to collaborate on refinements, but the core brief is clear: traditional motifs, pastel tones, loom-ready accuracy. Looking forward to seein...
I’m ready to build a sleek personal portfolio in React that highlights my work through a dedicated project-showcase se...assets for performance • Deployed to my own domain once we finish, with simple instructions so I can push future updates myself Nice-to-have (not critical for this phase): a contact form or small blog section; we can discuss if you have proven components we can drop in quickly. Acceptance criteria 1. Source code delivered via Git repo with clear README. 2. Build passes without errors (npm / yarn). 3. Lighthouse performance score above 90 on mobile. 4. All projects in the showcase render correctly across Chrome, Firefox, Safari, and Edge. If you’ve shipped polished React portfolios before and can share a live example, let’s tal...
I'm seeking a talented designer to create a minimalist logo for my textile company. The logo should creatively incorporate both text and an icon, with the icon being a textile-related symbol. Key Requirements: - Minimalist design aesthetic - Logo to include both text and an icon - Icon should be a textile-related symbol (e.g., yarn, fabric patterns, etc.) Ideal Skills and Experience: - Proven experience in logo design, particularly in the minimalist style - Strong creativity in developing unique and relevant icons - Proficiency in design software (Adobe Illustrator, etc.) - Ability to provide multiple design concepts and revisions Please share your portfolio with your bids. Looking forward to your creative solutions!
...on delivering seamless digital experiences that align perfectly with business goals. Core Technical Skills: Frontend Development: React.js, Vite, JavaScript (ES6+), HTML5, CSS3, Tailwind CSS. Backend & Cloud Services (Firebase): Firestore Database, Realtime Database, Firebase Authentication (Google OAuth), Cloud Storage, and Firebase Hosting. Tooling & Ecosystem: Git/GitHub, Project IDX, npm/yarn, and RESTful APIs. What I Can Do For You: Build complete, production-ready Single Page Applications (SPAs) from scratch using React and Vite. Integrate secure user authentication systems (including Social Logins). Set up and optimize real-time databases and cloud storage with Firestore. Deploy apps seamlessly to Firebase Hosting or other modern hosting platforms. Ensure...
...fabric’s breathability, moisture-wicking properties and eco-friendly story are already dialed in; what I need now are production-ready designs that translate those benefits into sleek, comfortable pieces. Here’s what I’d like to receive: • 3–5 concept directions showing silhouette, knit structure and subtle logo placement • Finalised tech packs in Illustrator (or similar) with detailed measurements, yarn gauges and trim call-outs • Colour suggestions that complement our existing neutral palette • Manufacturing-ready files, including placement artwork for any woven size or care labels All work should be supplied in editable AI/PSD plus print-ready PDF, organised so my factory can move straight into sampling. If minimalist, susta...
...casual, energetic style. The setting is important: the avatar must appear in a yarn-dealer’s office, complete with shelves of colourful yarn cones, a desk, and the kind of warm, utilitarian lighting you would actually find in that environment. Please avoid generic stock backdrops; the space should feel specific to the textile trade., like the background I’m open to whichever platform you prefer (Synthesia, HeyGen, D-ID, DeepBrain or similar), as long as the final result looks seamless: lip-sync aligned, natural gestures, no distracting artefacts, full-HD output. Deliverables • One 1080p (or higher) MP4 video with the avatar speaking the supplied script in full. • Background that clearly resembles a yarn-dealer’s office, matched ...
...clean—no runtimes or services installed yet—so I first need Node.js set up and running as a background service (systemd preferred). I’m unsure whether package-manager or source compilation is the better route for long-term maintenance, so I’d like you to evaluate both approaches, explain the trade-offs, and implement the option you recommend. Once Node.js is in place, please: • Configure npm or yarn for global installs without sudo • Create a non-root deployment user and harden SSH access • Set up a simple “Hello World” app, served on an open port, with logs and auto-restart on failure (PM2 or systemd) • Document every command in a quick-start README so I can repeat the process on staging machines Acceptance will be...
Title: Fatek PLC Slub Yarn Pattern Fix — LFSR Randomization (WinProladder, urgent) Description: We have a thick-and-thin yarn machine controlled by a Fatek FBs-series PLC (WinProladder). It has a FBs-2DA analog output module that sends 0–10V speed commands to two VEICHI VFDs (DRAFT/1 and DRAFT/2) via registers D3840 and D3841 (0–4095 = 0–10V). The problem: The current program uses a fixed step table that repeats every ~1.5m, causing a diamond pattern in woven fabric. The spec requires no repeat within 1000m. What we need implemented — exact spec: Two independent 16-bit LFSRs in ladder logic: LFSR-1 for Roving 1: state in D100, mask K46080 LFSR-2 for Roving 2: state in D110, mask K53256 Period = 65,535 — never repeats within 1000m No st...
I need a fresh fabric texture design that will read as distinctly rough when printed on 100% cotton. My goal is a tactile, visually rugged look—think slub yarn or stone-washed surface detail—but delivered as a clean, production-ready digital file. Scope of work: • Create the original rough texture artwork sized for repeat printing on cotton yardage. • Provide a seamless repeat tile in both layered PSD (or AI) and ready-to-print high-resolution TIFF. • Supply a simple spec sheet noting repeat dimensions, color references (Pantone or LAB), and any suggested print settings for cotton screen or rotary printing. The design must align with Fabric texture design → Rough → Cotton as selected. Please keep colors limited to four or fewer so mills can...
My React + Tailwind application is already live and functionally stable, but its look and feel still feels a step behind the experience I want users to have. I built the current ...Update existing React components (Tailwind utility classes included) rather than rewriting them, keeping the current responsive breakpoints intact. • Supply reusable style guidelines or a small design system so future features inherit the same polished look. • Deliver the updated code via Git with clear commit messages; I’ll handle the deployment once merged. Once I can pull your branch, run yarn start and see the refreshed UI rendering correctly across major browsers and mobile breakpoints, the job is complete. If this sounds like the sort of visual upgrade you enjoy, let’s tal...
...(City/State if available) * Main product focus * Social media links (if available) #### Linen Fabric Research For both: * Apparel width linen fabrics (approx. 140cm) * Extra wide linen fabrics (approx. 280cm) Please collect: * Product names * Fabric composition (100% linen or blends) * Width * GSM/weight if available * Country of origin if mentioned * Price per metre * Currency * Whether fabric is yarn dyed or piece dyed (if available) * Available colour range * Swatch availability * Shipping information #### Sewing Pattern Research * Brands stocked * Approximate pricing * Categories offered (dress, tops, pants, menswear, etc.) * Any unique selling points ### Competitor Analysis Please include: * Pricing comparison summary * Key strengths of each competitor * Website d...
My React app builds fine in development but fails the moment I trigger a production build, blocking any chance...the project ready for deployment. You’ll have full access to the repo and the current build logs. I need you to reproduce the failing build locally, track down and fix every issue, then generate a clean production bundle. A short summary of what went wrong and how you resolved it is important so I can avoid the same pitfalls later. Deliverables • Fixed codebase that passes npm run build (or yarn build) without errors • Notes or PR comments explaining each change • Proof of a successful production build (terminal screenshot or hosted preview) If you can turn this around quickly and walk me through the fixes, let’s get started—I&r...
I have a Framer site whose...direct file extraction where licenses allow. Once complete I expect a lightweight, well-structured project (latest stable version) that I can install, run and build with a single command. Keep third-party packages to a sensible minimum, comment any intricate sections of code, and separate components logically so future edits remain easy. Deliverables: • Full project folder ready to yarn/npm install & run • All CSS/SCSS or styled-component files replicating design tokens • Implemented animations, hover effects and transitions matching the Framer demo • Clear README explaining setup, fonts used, and where assets were sourced I’ll review the build against the live Framer link; when there is no perceptible differenc...
...kit—including all yarn, the printed pattern, and notions—and I need the sweater knitted exactly to the supplied size 38-40 instructions. No alterations, embellishments, or stitch substitutions: please follow the original pattern from cast-on to finishing. Because the kit is bulky and I’d like to hand it over in person (and later try on the finished piece), you’ll need to be within convenient driving distance of Delmont, PA. We can coordinate a quick meet-up for the kit drop-off and, if you prefer, a midway fitting check. Key points for success: • Precise adherence to the Mary Maxim pattern, sizing 38-40 • Professional finishing—clean seams, secure woven ends, properly blocked • Timely progress updates so I know the project...
I need original crochet patterns for a line of fantasy-themed amigurumi that I can turn into finished products for sale at craft fairs and online. Think dumplings with faces —creatures that instantly catch the eye—written at a beginner skill level so can follow along without getting lost. Each pattern should come with: • A clearly written, U.S.-terminology PDF (round-by-round). • Yarn weight, hook size, and notions list. • Stitch guide and any special techniques explained once, then referenced. • Step photos or clean progress shots, plus a few beauty images of the completed plush from multiple angles. • Finished-item sizing and stuffing notes so my replicas keep their intended shape over multiple productions. I retain the right to sel...
I’m looking for a quick-witted wordsmith who can turn my topic notes into lively, distinctly Australian blog posts that keep our existing readers coming back for more. Every article should balance solid information with a light-hearted, humorous spin that feels right at home for an Aussie audience—think smart quips, local references, and a voice that sounds like a mate having a yarn. Here’s what I need from you: • Regular blog posts (length and schedule agreed together) written in a humorous, entertaining tone • Content that speaks to Australian readers, using local spelling and cultural touchpoints • Clear structure, catchy headlines, and SEO-friendly formatting without sacrificing personality • Polished, publication-ready copy deliver...
...commission a playful yet polished logo for my new venture, “Knit Knacks and Snacks.” The name itself must be the hero, rendered in a readable cursive font. Pink is non-negotiable as the primary colour, but you’re welcome to introduce tasteful supporting tones that make it pop. Key visual cues I need incorporated: • The first “k” in “knit” should be formed by a pair of knitting needles. • A cozy yarn ball must replace the dot above the “i.” • Somewhere in the composition include a dessert element—cupcake, cookie, pie or whatever tasty treat you feel complements the design best. I trust your creative judgement here. ***MUST BE PINK*** Beyond those anchors, I’m open to your stylistic flair. Feel ...
...We are a high-volume international sportswear brand moving from generic DTC products to high-performance, engineered apparel. We are seeking a Senior Product Development Expert with deep factory management roots to act as our technical lead in China. This is not a sourcing role. We need a professional who has spent years on the factory floor and understands the "DNA" of a garment—from the first yarn selection to the final quality audit. Core Responsibilities 1. End-to-End Development: Translate brand concepts and "body-care" visions into rigorous, production-ready Tech Packs. 2. Material & Process Engineering: Define precise fabric compositions (Nylon 6.6, Lycra blends), GSM, and construction techniques (Seamless, Flatlock, Bonding). 3. Factory &am...
...accents—yet rendered in a fresh palette of pastel, softly toned colours that keep the look light and contemporary. The final artwork must be suitable for jacquard looms, with accurate repeats and colour separations so my weaving unit can move straight to sampling. Please supply layered digital files (TIF, PSD, or any industry-standard jacquard format you prefer) along with a brief notation of yarn counts or pick information if relevant. If you have a portfolio that shows similar traditional work—especially pieces where pastel shades have been handled with subtlety—share it so I can gauge fit quickly. I’m happy to collaborate on refinements, but the core brief is clear: traditional motifs, pastel tones, loom-ready accuracy. Looking forward to seein...
I need a full-stack build of a commercial-only real estate website with React on the front end and a React-friendly stack on the back end. The entire flow—adding a property...comments so future developers (or I) can maintain the project. Acceptance criteria • Search returns relevant results in under two seconds for a 5,000-record dataset. • Every property page scores 90+ on Lighthouse for performance and accessibility. • Contact form submissions appear in the database and trigger an email 100 % of the time during testing. • Code builds cleanly with npm/yarn install && npm/yarn run build and passes ESLint/Prettier checks. If you have recent examples of similar React real estate platforms—or can spin up a quick proof of concept&...
...well-commented code and a short README explaining setup and how each authentication step works. Scope 1. Create the front-end screens for sign-up, sign-in, and forgot-password. 2. Build the back-end logic to hash passwords, manage tokens/sessions, and guard protected routes. 3. Provide simple role-based access control so I can expand later. 4. Include instructions for local deployment (npm/yarn, pip, or composer commands as appropriate). I’ll handle hosting after delivery; I just need a working repo and guidance to run it on my machine. Let me know your preferred tech stack, estimated timeline, and any questions....
...stretchability with secondary moisture-wicking benefits. • Base idea: a polyester-forward blend, though I am open to weaving in cotton, bamboo, linen, or other fibres if it improves hand feel and recovery. • Market positioning: contemporary women’s fashion, so drape, softness, and vibrant dye uptake matter as much as the technical specs. What I need from you: • Guidance refining fibre percentages, yarn count, knit or weave structure, and finishing processes that unlock the stretch and comfort profile we want. • Small-batch prototyping—lab dips, swatches, or knit panels—followed by a clear technical pack (GSM, shrinkage, colourfastness, elongation, recovery). • Suggestions for mills or converters with proven quality and MOQ fle...
I’m putting together a crochet pattern for a scarf that looks knit-stitched but is worked entirely with a hook. The yarn will be 100 % wool, so the instructions need to account for its spring and drape. I’m aiming this at crocheters who already know the basics and want something a step beyond beginner, but not so complex that it turns into an advanced lace or cable project. What I need from you is a clear, intermediate-level pattern that: • Uses crochet techniques that mimic classic knit stitches (for example, waistcoat stitch, slip-stitch rib, or any other knit-look method you prefer). • Includes hook size suggestions, yardage estimates, gauge information, and finished dimensions. • Offers row-by-row (or round-by-round if in the round) written instr...
I have a front-end codebase (JS, HTML, JSON, Markdown, Yarn lock files) that needs to live on Firebase, but first I want to walk through it in a real browser. You will help me spin up a fresh Firebase project, wire up Hosting, and deploy the site to an online preview channel so I can review every screen before we push anything to production. What you’ll actually do: • Initialise or configure the Firebase project from scratch, including CLI setup. • Add or adjust , .firebaserc and any build scripts so the site compiles and serves correctly. • Deploy to a preview URL (Firebase Hosting “channel” or equivalent) and share the link so I can inspect the visuals. • Once I sign off, promote the same build to the live channel. • Hand ove...
My React + Supabase web application is functionally solid, yet the interface still feels pieced together. I need a front-end developer who can refine the color palette, establish a clear typographic hierarchy, and bring the entire app into a cohesive, contemporary look without touching the ba...similar projects you have shipped or any open-source links is all I need to gauge fit. Key deliverables • A unified global style sheet or theme file applied across all existing components • Refactored component styles where necessary to remove inline or ad-hoc rules • Clear documentation (readme or in-code comments) so I can extend the system independently Once I can pull the branch, run yarn install, and see a visually consistent, accessible interface, I will conside...
...occasion— designed to complement, never compete, understated but never unnoticed. Its innovative engineering ensures comfort is felt, not seen, combining premium materials and targeted cushioning with the refined, lightweight feel of a traditional dress sock. I’m looking for: 1. DESIGN CONCEPTS, incl colour ways, patterns, placement design, branding integration. 2 TECHNICAL DELIVERABLES Needle count, yarn composition, stitch structure, compression zone, heel & toe construction, Rib height & cuff design, Sizing specs, Measurement chart, Tolerance levels 3 COLOUR SPECIFICATIONS 4 KNIT MAPPING / JACQUARD FILE...
Urgent: Design Textile Fabric Brochures, Catalogues & Digital Marketing Assets for MSQUARE Exports (India-based sustainable cotton fabrics exporter). Project Overview: - Create 2-3 professional brochures (tri-fold/A4) and 1 full 12-page product catalogue highlighting eco-friendly cotton fabrics. - Include high-res product photos, technical specs (GSM, EPI/PPI, yarn counts, weaves like plain/twill), certifications (GOTS/OEKO-TEX), and export details. - Support international B2B lead gen: 5 LinkedIn posts, email template, basic ad creatives for garment buyers (US/EU). - Output: Print-ready CMYK PDFs, editable AI/PSD files, web-optimized versions. Key Requirements: - Experience in textile/fabric design portfolios required (show similar brochures/catalogues). - Tools: Adobe Illust...
I’m midway through a React Native driver app and now need a specialist to wire in a truly seamless, Uber-grade GPS module. We will be using Mapbox as the primary map service and I expect fresh location data every single second, even when the phone is in the driver’s pocket or the app is in the background. What you’ll build is a live tracking flow where the dr...rerouting with road-snapping & U-turn detection • Smooth 60 fps animation on mid-range Android & iOS devices • Voice navigation that updates immediately after every reroute • Speed and harsh-braking events exposed via callbacks Ship clean, well-documented TypeScript components plus any native modules or server hooks required so my team can drop them straight into the existing codeba...
...midfoot compression band Reinforced heel and toe Smooth toe seam Silicone grip pods (sole layout) Scope of Work: Create a clean, factory-ready tech pack (PDF) Design a professional sock render (front + back views) Clearly map and label knit zones Deliverables: Tech pack PDF with annotations High-quality sock render realistic or vector Knit zone diagram with clear labeling Basic construction notes (yarn suggestions, structure types, etc.) Requirements: Experience in sock, knitwear, or performance apparel design Understanding of technical knit structures (200N, rib, mesh, terry, compression) Ability to produce manufacturer-ready documentation Strong attention to detail In Your Proposal: Please include: Examples of similar work (tech packs or apparel) Your workflow/process Estim...
...read unmistakably as summer wear—think open, airy stitches that drape well, breathable natural-fiber yarn (cotton or bamboo preferred), and a silhouette that flatters without being heavy. Here is what I need from you: • One finished sample dress based on women’s US size M (I will supply exact measurements once we start). • A written pattern with clear stitch counts, row/round breakdowns, and yardage estimates so the design can be reproduced in other sizes later. • Progress photos or short clips at key stages so I can confirm fit and stitch choice before final assembly. • After completion, the physical dress shipped to my address; shipping cost will be covered separately. Gauge, yarn weight, hook size, and any shaping techniques are ...
...me no way to plan, track and adjust loom, dyeing and finishing orders in real time. What I expect you to build • A TDL module that lets me create production orders inside Tally, assign them to machines or job-work parties, set planned start/finish dates and quantities, and view their live status. • Smart screens that draw on existing item masters and BOMs, so the scheduler instantly shows yarn and grey-fabric requirements and flags shortages. • A calendar or Gantt-style view—however you can best achieve it in Tally—to see overlaps, delays and machine utilisation at a glance. • Custom reports summarising work-in-progress, idle capacity and expected completion dates; they must be exportable to Excel. • Clean installation script (.td...
This article outlines 13 open source tools that programmers can exploit to make the most of machine learning.