Reinforcement learning for robotics jobs

Overview: We are looking for a freelancer to use HelloTalk to find people who match our target audience and promote sign-ups for my app. You can use my account for outreach. Compensation: This is a **commission-based project**. Payment is based entirely on eligible sign-ups, not on hours worked. **If no eligible sign-ups are completed, no payment will be made.** 1st eligible sign-up: $10 2nd eligible sign-up: $10 Complete 2 eligible sign-ups within 8 days of the project start date: +$15 completion bonus Maximum total payment: $35 A maximum of 2 eligible sign-ups will be rewarded during this starter project. Only eligible sign-ups completed within 8 days of the project start date will qualify for payment. This 8-day project is intended as a starter project, wit...

I’m ready to move from concept to pr...techniques that surface trends and generate forward-looking metrics we can plug into dashboards. • Deployment – containerised solution (Docker/Kubernetes preferred) that runs reliably in a cloud environment, with CI/CD hooks. • Handoff – API documentation, sample requests, and a concise walkthrough so my team can maintain and iterate. Python is our default language, with TensorFlow or PyTorch for deep learning, but I’m open to strong alternatives if there’s a clear benefit. Code quality, reproducibility and transparency matter more to me than flashy demo videos, so please highlight previous projects where you shipped production-ready AI. If this sounds like the kind of challenge you thrive on...

Performance-Based Affiliate Growth Partner for Pinnacle Pinnacle is an AI-native learning platform that helps professionals earn career-boosting qualifications. The product is built, checkout is live, and we're now focused on acquiring our first 100 paying customers. The arrangement This is a purely performance-based opportunity: $25 for every new paying customer you refer. No retainer. No upfront fee. No hourly billing. Every partner will receive a unique referral link so we can track conversions accurately. Affiliate marketing is the core channel we're looking to develop, but you're free to use whatever performance-driven approach you believe will work — creator partnerships, communities, content, direct outreach, partnerships, or other ch...

...I’m looking for a **reliable, fast-learning person** for a long-term remote working opportunity. ### Requirements: * Around **1 year of experience** in WordPress * Good knowledge of **Shopify** * Strong knowledge of **HTML & CSS** * Basic understanding of website management and troubleshooting * Experience with **LinkedIn lead generation** * Experience with **email marketing** * Good written and verbal English communication * Fast learner and willing to learn new tools/tasks * Good attention to detail * Responsible, reliable, and able to work independently ### Work Commitment: * **8 hours per day** * **6 days per week** * Long-term work * Must be available during agreed working hours * Should be able to manage tasks independently and provide regular up...

I’m looking for a native-level French teacher who can create an intensive, structured French program to help me become genuinely fluent, with a strong focus on speaking and listening. My main goal is to become comfortable speaking French naturally and understanding native speakers without constantly translating in my head. I’d like to work intensively and consistently, with particular attention to: • Speaking & conversation – becoming confident, spontaneous, and fluent in real-life conversations. • Listening comprehension – training my ear to understand fast, natural French, different accents, and everyday speech. • Pronunciation – improving my accent, rhythm, intonation, and overall naturalness. • Vocabulary & expressions ...

I have a series of raw tutorial recordings that already follow a clear teaching script; what they lack is the polish that keeps viewers engaged. I’m looking for a skilled video editor who can take each lesson and layer in tasteful effects and smooth transitions so the pacing feels effortless rather than choppy. Your main focus will be creative enhancement—think animated lower-thirds, subtle motion graphics, and eye-catching scene changes that reinforce the learning points without distracting from them. All footage, reference timestamps, and branding assets are ready for download in a shared drive. Please work in the NLE you know best (Adobe Premiere Pro, Final Cut, or DaVinci Resolve are all fine). Deliverables I’d like back: • The fina...

I need a senior software engineer to build a risk engine for me. It needs to be done in Python. I will review the code in GitHub. This is a sprint and needs to be done ASAP.

...fields: Artificial Intelligence & ML, Semiconductors & Microelectronics, Robotics & Automation, and the broader landscape of global tech industry trends. The goal is a single, well-structured document that gives executives and investors a clear view of who is leading, where the money is flowing, which technologies are maturing fastest and why these areas intersect. Here’s what the finished work needs to cover: • Current state-of-the-art and near-term roadmap for GenAI, LLMs, AI-specific hardware and enterprise AI adoption • Chip architecture evolutions, key foundry capacity shifts, GPU/NPU supply dynamics and the geopolitical pressures shaping the semiconductor chain • Breakthroughs in humanoid and industrial robotics, autonomy ...

I need an AI-driven solution that can automatically take multiple-choice quizzes on my behalf. The system should read each question, evaluat... My main interest is the automation of the quiz-taking process itself, not the generation of new questions. If you have built similar bots, scripts, or machine-learning models for assessment platforms, please let me know how your past experience aligns with this task. I’m open to the underlying technology—Python with Selenium or Playwright, headless browser automations, or a custom model—so long as it consistently submits accurate answers and can be adapted to different quiz interfaces. Key deliverable: a working, documented solution I can deploy locally or on a cloud VM, along with simple instructions to retrain or...

...Artificial Intelligence, Cognitive Computing, Autonomous Systems, Robotics and Aerospace. We are currently building highly ambitious products including a Cognitive OS / advanced AI systems and next-generation autonomous drone and aerospace technologies. Due to the confidential nature of our work, detailed product information will be shared only with shortlisted candidates. We are looking for exceptionally technical engineers, builders and researchers who want to work on difficult, real-world engineering problems rather than routine development work. Who We Are Looking For We are particularly interested in: AI / ML Engineers -Strong expertise in AI/ML, Deep Learning, Computer Vision, Generative AI, Reinforcement Learning or Autonomous Syste...

I’m preparing an educational tutorial that walks viewers through a full IS 456 structural design example—right from opening the spreadsheet and code book to completing the final reinforcement check. Your job is to capture the entire process on-screen, narrating each step so that civil engineering students can follow along without pausing to decipher silent clicks. You are free to work with whatever screen-recording tool you’re comfortable with—Camtasia, OBS Studio, or any other—as long as the final video is crisp (1080p), the cursor movements are visible, and the audio is clear and evenly leveled. I will supply the design data, the sequence of calculations, and a rough script; you simply focus on recording, zooming into key clauses of IS 456 when refer...

# Freelancer Project Description — AI-Powered Personalized Exam Preparation I have an **education application already available on the Google Play Store** for students preparing for government/competitive exams. I want to integrate an **AI/LLM-powered personalized learning and exam analysis system** into the existing application. ### What I Want to Build The AI should use the student's **existing activity and performance history**, including: * Exams/mock tests attempted * Questions attempted and skipped * Correct and incorrect answers * Subject-wise performance * Chapter-wise performance * Topic-wise performance * Previous test scores and accuracy * Question difficulty/performance patterns * Time spent, where available Based on this data, the AI should...

...Materials with part numbers, suppliers, and realistic cost estimates so I can source everything immediately. 4. Short operation guide explaining start-up, trim adjustment, and safe retrieval. Acceptance will be based on clarity of the drawings, coherence of the buoyancy-driven propulsion concept, and the practicality of the BOM. If you have previous experience with underwater or high-viscosity robotics, that will help you hit the mark faster....

...Themes package on trial. This is for my teacher portfolio (like my resume but also a standard and compliance sections I have 5 sub-projects for this. want someone who is VERY GOOD at getting plug-ins and portability - this is because 1) the university website - not public has Divi enabled, but I don't know how to put the elegant themes etc plug in -and am not sure it will work - my uni university of sourhern queensalnd (Australia) uses campus press is the adminisitor wordpressite - the epoftfolio and individual subject websites, irrelevant sections etc. But they also have mutliplte compulsory sections - for example 80 core content activities.....10 learning reflections 40 piecces of evidence of meeting the professional standards - these are mandatory...

1. High-Potential Skills for "Duo-style" Learning Duolingo's format works best for skills that can be broken into discrete, repeatable units (micro-learning). Category-specific Skill Examples - Technical: Coding syntax (Python, SQL), Excel formulas, Cyber-security basics. - Academic: Mental math, Historical timelines, Biology terminology, Hindi grammar. - Lifestyle: Music theory / Sight-reading, Chess tactics, Cooking techniques, First Aid. - Professional: Project management terms, Sales scripts, Medical coding, Soft skills (IQ/EQ). 2. Essential "Duolingo-Style" Features These are the mechanical parts of the habit-formation engine. - Streak Mechanic: Heart of the app; include "Streak Freezes" to prevent rage-quitting. - B...

I need a complete civil foundation drawing for a single-story commercial EV charging shed. The plan must follow all relevant industry-specific standards for this type of installation, accounting for equipment loads, conduit trenches, and vehicle traffic. Please include: • A scaled foundation layout with footing dimensions, column pad details, and slab thickness. • Reinforcement schedules and notes ready for the structural engineer’s review. • Anchor bolt locations coordinated with the charger manufacturer’s templates. • A concise calculation sheet showing bearing capacity checks and load paths. Deliver the final drawing set in both DWG and printable PDF so the team can file it directly with our permit package ...

...application designed for children. We already have a primary team developing the core application (Flutter, UI/UX, AI, and backend). We are now hiring an experienced Unity 3D / Game Developer (or specialized game studio) to create all interactive mini-games, 3D/2D character animations, AAC live cards, and explanatory/instructional videos across all 12 main categories/sections of the app, and seamlessly integrate them into our main Flutter application using Unity as a Library (UaaL). CRITICAL REQUIREMENTS & EXPECTATIONS: 12 Comprehensive Categories (Figma-Based): Full alignment with our Figma UI/UX design. You will be responsible for bringing to life all 12 educational categories (including shape sorters, color learning, logic patterns, counting, etc.). Explana...

...complete structural design package for the structural design of only ground floor villa extension including footings, TB, Columns, slab of a 600 SQF (front and rare) single-story residential villa extension that will be reviewed and approved by Dubai Municipality considering the existing structure which might be modified according to the requirement. The site sits on predominantly sandy soil, so the calculations and detailing must clearly demonstrate bearing capacity checks, settlement control, and compliance with the latest Dubai Municipality structural code, as well as relevant UAE load standards. Here is what I expect: • A concise calculation report (PDF + editable spreadsheet) covering gravity and lateral load analysis, soil pressure verification, reinforcement...

...design integrity and considered execution. About the Job AD EST is seeking a Handbag Tech-Pack Designer on a contract basis to support the development of our first collection. The role involves translating existing handbag designs into clear, detailed, production-ready tech packs for accurate manufacturing and sampling. PFA Project Details. Deliverables 1. Production-ready handbag tech pack 2. Technical drawings and construction details 3. Detailed measurements and specifications 4. Material, lining and reinforcement specifications 5. Stitching, seam and finishing details 6. Hardware, closure and component specifications 7. Bill of Materials (BOM) 8. Manufacturing notes and construction instructions Qualifications 1. Demonstrated experience in handbag technical design...

...behaviour trees, GOAP, deep reinforcement learning or a hybrid approach is up to you—as long as the final agent can: 1. Parse state frames coming from the SDK in real time. 2. Select an action that makes sense for the current goal. 3. Return that action through the SDK with <50 ms round-trip on my test hardware. 4. Learn or adapt over multiple episodes so behaviours don’t feel scripted. I’ll review the work in a headless test harness first, then inside the full 3-D client. Make sure the code is documented and that I can swap out reward functions, tweak difficulty or add new action primitives without refactoring the core logic. If this fits your skill set—Unity or Unreal integration experience is a plus—let’s talk abo...

...Project Overview I am looking for an experienced ESP32/robotics developer to build a plug-and-play control system connecting: Pre-assembled Hiwonder XArm 1S robotic arm Seeed Studio ESP32-S3 Sense camera Windows 10/11 PC AI/LLM running on the PC The basic architecture is: User Instruction → AI/LLM → Windows PC Server/API → Robot Arm + Camera The AI should be able to receive natural-language instructions, request camera snapshots, analyze images, issue commands to the robot, and receive status/feedback. The intended workflow is: Observe → Decide → Act → Verify → Repeat The goal is to create a reliable, configurable, and expandable foundation rather than a collection of hard-coded movements. 1. Robot + Camera Firmware Develop/conf...

...in/ India's caregiving ecosystem doesn't just have a skills gap — it has a mindset gap. At CarePro Skills Academy, we're building a caregiver training program the way modern learning is meant to work: blended, experiential, and grounded in real clinical practice, not theory on a slide. We're looking for a Clinical Content Creator & Advisor to design and develop our Caregiver Course from the ground up, built on a new-age instructional design framework that brings together: Blended learning — self-paced content paired with hands-on, experiential modules Simulation-based training design Incubation-lab methodology for real-world skill transfer Content that builds clinical competence and caregiving mindset Who should apply: ...

2D Animator/Video Editor for Healthcare Skill-Training Video Series (Caregiver Certification Program) Category: Video Production / 2D Animation / Explainer Videos Project Overview We're building video content for a certified caregiver training program (NSDC/HSSC-aligned Home Health Aide curriculum) for 12th-pass students in India. Videos will teach foundational clinical skills — vital signs monitoring, ECG basics, early warning sign recognition — in simple, visual, easy-to-retain language. All scripting, learning objectives, and instructional content are already finalized — you're quoting for animation/production only, not content development. This significantly reduces scope vs. a typical explainer-video brief. What we ne...

...Custom Wake Word (High Accuracy, Low False Positives) Project Overview I am looking for an experienced AI/ML engineer to train OpenWakeWord with a custom wake word. The goal is to build a production-quality wake word model that is highly accurate, responsive, and resistant to false activations. Scope of Work * Train a custom OpenWakeWord model from scratch or fine-tune an existing pipeline. * Use real positive voice samples from multiple speakers, accents, speaking speeds, distances, and environments. * Collect and use a large negative dataset containing similar-sounding words, random conversations, TV/audio, background noise, music, and other speech to minimize false positives. * Optimize the model for: * High detection accuracy * Extremely low false positive ...

I regularly record bilingual lessons and now need a reliable editor to turn the raw English + German material into polished, instructional videos. Sample video attached. For every episode I will hand over: • a video file • a separate, high-quality audio track • a list of key vocabulary and grammar points that should appear on screen at the appropriate moments Your task is to sync the audio and footage, insert the text overlays so they reinforce learning, and shape the final cut into a clear, educational and instructional style. A light intro/outro, lower-thirds for new terms, and simple background music during title cards usually work well, but I’m happy to hear your creative suggestions. This is a long-term arrangement with multiple vi...

...need to develop on stripe ..when user pay to artist musicians …we get our 10% cut in our stripe account. 4. Rating system to artist user both side. —— Our app basically business......Zinkly is a music learning and mentorship platform that connects some of the biggest artists in the music industry with aspiring musicians and fans from around the world. Through Zinkly, users can book one-on-one and group lessons with professional artists to learn and grow their skills in: --Singing --DJing --Music writing --Music production --Instrument training --Zinkly goes beyond traditional music learning by offering real mentorship from experienced artists who actively work in the industry. Whether you are a beginner exploring music or an aspiring professional lookin...

...to test this funtionality by creating 1 to 1 meeting and group meeting. payment gateway need to test. I can give card to test. • Detailed screenshot documentation • Full reporting for developers in PDF format. • Testing from both User and Musician accounts • Proper issue reporting with screenshots and markings • Screen-wise bug documentation for easy developer understanding • Testing of registration/login, lesson creation, booking flow, payment flow, and calendar setup • Clear notes for UI/UX issues, crashes, validation problems, and functional bugs Our app basically business......Zinkly is a music learning and mentorship platform that connects some of the biggest artists in the music industry with aspiring musicians ...

More details: Which skill area are you most interested in developing? This question was skipped by the user What type of resources do you prefer for learning? Online courses What type of online courses would you like to take? Video lessons

JKBOSE AI — Freelancer Project Brief Project Overview We are looking for an experienced Full-Stack Mobile App + AI Developer to build JKBOSE AI, an AI-powered learning platform for Jammu & Kashmir students following the JKBOSE curriculum. Initial classes: 8th–12th. This must **not** be a simple PDF/book app. The goal is to make studying easier through: **READ → UNDERSTAND → ASK AI → PRACTICE → TEST → FIND WEAKNESS → REVISE → MASTER** No Teacher Dashboard or School Dashboard.** A separate **Super Admin Panel** is required. --- 1. Student App Build a modern **Android-first, mobile-friendly app**. Navigation: Home | Learn | Practice | AI Tutor | Profile** Student Login * Mobile OTP * Email/password * Forgot ...

...(Freelancer keyword format) prioritising AI, machine learning, prompt engineering, Python, data cleansing, Excel, and any other high-value tags you feel will lift my ranking. • Practical guidance on the best profile photo style (framing, attire, background) and a cohesive cover image concept that signals “cutting-edge tech meets reliable back-office support.” • Line-by-line suggestions for every remaining profile field—employment history, certifications, portfolio titles—so everything feels consistent and search-optimised. • A short checklist of bidding and messaging tips that will maximise my odds of landing that crucial first project. Please base your wording on Freelancer’s character limits, weave in relevant keywords ...

...campus physically supports learning. Here’s what I need from you: • A written report (roughly 2,000–2,500 words) comparing at least four leading Ankara universities—METU, Bilkent, Hacettepe, Ankara University or any others you know are relevant. • For each university, clear descriptions of key facilities, recent upgrades, unique resources, opening hours and any usage policies that matter to students. • Up-to-date information verified through official university sources, on-site visits, or credible Turkish-language references (please cite all sources). • A short conclusion that highlights standout strengths and any noticeable gaps between institutions. Format the report in plain English, organised by university with sub-headi...

...a licensed Structural Engineer (SE) to provide structural calculations, engineering details, and wet-stamped construction drawings suitable for submission to the City of San Clemente Building and Planning Divisions. The project encompasses a residential backyard terrace extension with the following specifications: Elevated Suspended Concrete Deck Platform: Dimensions: 30 feet wide by 12 feet deep (360 sq. ft.) at a finished elevation of 6 feet above local grade. Structural Slab: 4,000 PSI structural concrete mix poured over 1.5-inch 18/20-gauge galvanized corrugated steel B-decking, reinforced with a continuous deformed rebar grid mat, engineered for a 50 PSF residential live load plus dead loads. Hybrid/Split Foundation & Support System: Left & Center Support...

I just joined LPT Realty. They provide Lofty. Not using a CRM previously, I need it setup from new beginning with the creation of a IDX website I need someone already comfortable inside Lofty CRM who can quickly evaluate my situation. Because the role calls for an intermediate level of expertise, you should be able to navigate pipelines, Smart Plans, tagging, and reporting without a learning curve, yet still explain each step in clear, non-technical language. Acceptance criteria: all work must be carried out directly within Lofty CRM (no third-party plug-ins unless agreed), no data lost or overwritten, and every adjustment documented in a shared Google Doc. When you reply, tell me about recent Lofty CRM projects you handled, which modules you focused on, and any results ...

...initiation. This should not feel like a traditional training recap. It should feel like the viewer has entered an immersive educational experience where women are learning with their minds, practicing with their hands, experiencing the work within their own bodies, and developing the skills and confidence to support other women. Video Link: and Receive the work. Practice the work. Embody the work. BECOME THE PRACTITIONER. Womb Practitioner Training + Initiation In Grace University IMPORTANT SHOT LIST FOR THE VIDEOGRAPHER The final edit needs enough footage to visually establish each part of the practitioner journey. EDUCATION Capture teaching, presentations

...formats, along with project files or an edit-ready XML for future tweaks If this resonates with your storytelling style, I’d love to see how you can weave our footage into an inspiring visual keepsake. I want this film to capture the full emotional journey of our Jamaica healing immersion. LINK FOR VIDEOS: This should not feel like a traditional retreat recap or a montage of vacation clips. I want it to feel like a short cinematic film about women returning to themselves through healing, culture, ancestral wisdom, sisterhood, nature, pleasure, and joy. The viewer should experience an emotional progression: Healing → Release → Connection → Learning → Sisterhood → Pleasure → Freedom → Joy There should

...perform well. We’re building our Founding Team and looking for a creative, reliable and curious Media & Content Producer to help shape how TPR is seen, heard and communicated across digital platforms. Important: This is a Voluntary Opportunity This is an unpaid, voluntary role designed for someone who wants to gain practical experience, develop their portfolio, strengthen their content-production skills and contribute to a growing platform. The commitment is approximately 3–6 hours per week, remotely, and is designed to work alongside study, employment or other commitments. What You’ll Do Depending on your skills and interests, you may contribute to: Editing long-form video content Repurposing long-form content into short-form videos for TikT...

I’m looking for an **expert Computer Vision / YOLO specialist** to optimize my existing object detection model. I already have: * PC with NVIDIA GPU * Dataset and annotations * Training environment/setup * Existing YOLO model and baseline results ### What I need I need someone experienced who can **analyze the dataset and model, experiment with training parameters, augmentations, image size, batch size, learning rate, model configuration, etc., and achieve the best possible results.** This is **not just a training job**. I want someone who can analyze false positives/negatives, identify weaknesses, run experiments, compare results, and intelligently tune the model. Remote access to my PC will be provided. **Experience with YOLO, PyTorch, object detection, small-o...

...of the brief, so multiple angles and clean audio are important. • A separate Mundan ceremony for a corporate client will take place during the same schedule; this must be filmed with equal care. Post-production expectations Footage should be woven into a cohesive documentary that conveys the atmosphere of the festival, the learning moments from each workshop, and the significance of the Mundan ceremony. Natural colour grading, clear titles/lower-thirds, and balanced sound design are must-haves. Deliverables - All raw footage (camera originals) - One master documentary film (HD or 4K, 15–25 min as dictated by the story) - A 60-90 second teaser cut for social media - Project files for future re-edits Kindly share: 1. A short note...

...patient–ventilator asynchrony (PVA) from ventilator waveforms**, and I’m looking for a Python/AI developer. The project will involve: 1. **Physics-based synthetic waveform generation** using lung-mechanics equations to generate realistic Paw, flow and volume signals, initially focusing on normal breathing and double triggering. 2. **Synthetic dataset creation** with waveform signals, images, labels and physiological parameters. 3. Addition of realistic **noise, artefacts and physiological variability**, followed by diffusion-based augmentation. 4. Development of AI models using **time-series and waveform images**, including Transformers, CNNs, Bi-LSTM and Swin Transformer. 5. **Multimodal fusion** of signal and image features for PVA classification. 6. **Synt...

I am looking for a **Course Manager & Law Tutor** to help build and manage online law courses for my education platform, **Examsalt**. The ideal person should have a good understanding of **Indian Law and legal education** and be comfortable taking a course from planning to final publication. ### Responsibilities: * Plan and structure law courses into modules, chapters and lessons * Create or help create clear and student-friendly course content * Prepare notes, explanations, examples, MCQs and revision material * Teach/explain legal concepts in a simple and practical manner * Coordinate the complete course creation process * Review and edit content for accuracy and quality * Help maintain consistency across different courses * Suggest improvements based on stud...

...Type: Freelance / Project-Based Compensation: USD 5 per approved recording hour About the Project TSMG is recruiting participants for a pilot Artificial Intelligence (AI) data collection project. The purpose of this project is to collect high-quality first-person (egocentric) video recordings of everyday household activities. The collected data will support the development of next-generation AI and robotics technologies by providing real-world examples of human interactions with objects and home environments. What You’ll Do Participants will capture everyday household activities from a first-person perspective, following the instructions and guidelines provided for the project. Typical activities may include: • First-person (POV) recording using a head-mo...

**Job Title:** Computer Vision / Roboflow Expert – Fine-Tune Model for PPE & Kitchen Hygiene Violations **Project Description:** We are developing an AI-driven restaurant and kitchen safety monitoring system. We need an experienced Computer Vision & Deep Learning Engineer to build, annotate, and fine-tune a high-accuracy object detection/segmentation model (using Roboflow and YOLO models like YOLOv8/v11) to accurately detect specific hygiene violations in real-time CCTV feeds. **Key Challenges & Core Requirements:** 1. **Glove Compliance:** * Detect bare hands vs. gloved hands (handling fine-grained vision tasks on food prep surfaces). * Accurately flag "No Gloves" violations when staff are touching/preparing food. 2. **Proper Mask Wearing:** ...

I’m putting together a bright, engaging activity periodical aimed at preschoolers aged 3-6 and need someone who can take it from concept to print-ready layout right away. The publication should feel playful first and foremost, so every page must deliver fun and entertainment while quietly reinforcing early-learning skills. Content mix • Puzzles and games that a pre-reader can tackle with minimal adult help. • Simple arts and crafts projects using everyday classroom or home supplies. • Short, age-appropriate educational lessons woven naturally into the fun (think counting in a board game or colors in a craft). Style & layout Expect large visuals, clear step-by-step illustrations, and lots of white space so small hands don’t feel overwhelmed. A...

...AI-driven workflow that plugs smoothly into a web application. Because the project is on an ASAP timeline, I need someone who can move from planning to production without lengthy ramp-up. Here’s what I need from you: • A brief discovery session to pinpoint the highest-impact processes we can automate right away. • Design and development of the automation logic—whether that involves machine-learning models, rule-based engines, or a combination of both—written in a web-friendly stack (Python/Flask or Node/Express are perfectly fine, but I’m open to other proven frameworks). • Integration with the existing web application through clean, well-documented APIs so the new AI component feels native. • Deployment to a cloud host (AWS, ...

Project Overview Custom Raspberry Pi HAT (compatible with 3B and 4B models) designed for high-density IR signal transmission and learning. The board acts as a centralized IR bridge, driven by custom Python/Flask software on the Pi. The Pi requires no additional I/O functions beyond this IR management. Hardware Specifications 1. Power Delivery Input: 1x USB-C receptacle on the HAT. Routing: The USB-C port must power the HAT's circuitry and back-power the Raspberry Pi specifically via the 4 pins located near the main GPIO header (the PoE header pins). 2. IR Input (Learning) Component: 1x onboard IR receiver module (e.g., TSOP38238 or equivalent 38kHz receiver). Routing: Connected to 1 GPIO pin for signal learning. 3. IR Outputs (Transmission) Quantity:...

I have an academic assignment centred on supervised learning and I need clear, concept-driven help to complete it well. I will share the written brief, datasets (if any), and my own draft work; no university logins or personal credentials will be provided. Scope of support • Break down the assignment requirements in plain language, highlighting key supervised-learning ideas (e.g., model selection, loss functions, evaluation metrics). • Walk me through how to tackle each question, reinforcing the underlying theory so I fully grasp why each step matters. • Supply illustrative examples—concise notes, diagrams, or annotated snippets—so I can see the ideas in action without simply copying finished code. • Review the solutions I draft, point out mis...

I’m at the very first concept stage for a free-form, in-ground swimming pool and need a complete architectural and civil/structural design package that can move smoothly from vision to permitting and construction. Scope of work – Translate my rough ideas into a cohesive layout that optimises circulation, safety zones, decking and landscaping tie-ins. – Produce full architectural drawings (plan, sections, elevations) in CAD, ready for local permit submission. – Provide sealed structural calculations and reinforcement details for the shell, footing, retaining structures and any water features. – Recommend equipment sizing (pumps, filtration, lighting) and materials compatible with the design. – Supply a 3D model or re...

...Overview: I am looking for a freelancer to develop a Heart Disease Prediction Analysis project using Python and Machine Learning. Requirements: Perform data cleaning and preprocessing Handle missing values and duplicates Perform Exploratory Data Analysis (EDA) Create meaningful visualizations using Matplotlib and Seaborn Analyze correlations and important features Build and compare at least 3 classification models: Logistic Regression Decision Tree Random Forest Evaluate models using: Accuracy Precision Recall F1-Score Confusion Matrix ROC-AUC Include a sample prediction using the best-performing model Provide a clear final conclusion and model comparison Deliverables: Complete Jupyter Notebook (.ipynb) Clean and commented Python code EDA visualizations Machine lea...

...run at our vocational training college. Each flyer must feel colorful and vibrant rather than corporate, instantly letting prospective students know that practical, hands-on learning can be exciting and approachable. Core content to highlight • Course schedule so readers see when each intake begins • Clear, step-by-step enrollment instructions • Pricing details and any upfront fees • Key course requirements or prerequisites Please arrange the information so it flows naturally and can be skim-read quickly. I will supply our logo, palette references, and rough copy; you turn that into polished artwork ready for both digital circulation and high-resolution print (A4, 300 dpi). Deliverables 1. 3–5 unique flyer designs in PDF (print) and...

**CAD DESIGNER / CAD EXPERT REQUIRED – PROSTHETIC HAND** MediVVarse Private Limited is looking for an experienced **CAD Expert/Freelancer** to support the design and development of a **personalized below-elbow prosthetic hand**. **Key Responsibilities:** * Develop 3D CAD models of prosthetic hand components * Design mechanical joints, finger mechanisms and structural components * Create **parametric and customizable designs** based on user measurements * Prepare designs for **3D printing, CNC machining and silicone casting** * Optimize components for weight, strength, comfort and manufacturability * Modify and iterate existing prototypes based on testing feedback * Prepare detailed manufacturing drawings with dimensions and tolerances * Support assembly and me...