Classification işler

Konu başlıklarına göre RSS kaynaklardan yazarların makaleleri çekilip veri tabanında saklanacak. Sonra konularına göre sözlük oluşturulup classification fonksiyonları eğitilecek. sonra yeni makalelerin hangi konuda olduğunu anlayacak bir uygulama yapılacak Uygulama PYTHON da yapılmalı. Acilen tekliflerinizi bekliyorum.

...a two-pillar consumer gaming platform: • Pillar 1 – sports-based pick-performance leaderboards, season-long and daily fantasy-style contests, and optional pick-subscription plans. • Pillar 2 – peer-to-peer skill-game “duels” where players buy tickets, compete head-to-head, and collect cash prizes. Before I write a single line of marketing copy, I need clear, written advice on regulatory classification and licensing in Pennsylvania. The priority is understanding exactly how the Pennsylvania Gaming Control Board (PGCB) will view each pillar—fantasy contests and sports wagering, interactive gaming, skill-based competitions—and mapping the corresponding licensing or registration paths. Key focus areas • Fantasy contests &...

I have a spreadsheet with well over 500 construction-related items that need tidying before they can go live on our site. Every row already contains a short description; what I need from you is a clean, customer-friendly product name, along with the correct Header, Category and Sub-Category taken from the official classification list I will supply. Here is the flow I follow and expect you to replicate: • Read the existing description, extract the key identifying features (material, size, application, etc.) and create a concise, grammatically correct product name in natural English. • Match the item to the closest fit in the provided category matrix, then populate the Header, Category and Sub-Category cells exactly as they appear in that list. • Double-check tha...

...pass both IECEx and ATEX. The work begins with a thorough review of every schematic, layout and bill of materials. From there, the key deliverable is a set of clear, actionable compliance recommendations that closes every gap between the current MA file and IEC 60079 requirements for explosive atmospheres. Intrinsic-safety calculations, enclosure integrity, creepage/clearance, temperature classification and component selection must all be covered. Because IECEx/ATEX certification expertise is the single most important skill on this job, I expect you to interpret the standard clause by clause, cite the exact test requirements, and show how each design change satisfies them. Fluency in Chinese as well as English will make the hand-off with the existing manufacturer far smoother...

...the configuration, and publish a clean, tested runtime. Current status • PLC tags are already mapped and online in the development database. • Screens are rough drafts only. • I keep partial documentation and screenshots of the tag blocks—enough to get you oriented, but you will still need to reverse-read some logic. Scope of work – Complete and refine alarm management, including classification, priorities, and on-screen acknowledgment dialogue, then tie these to email/SMS notifications. – Enable reliable data logging and historical trending for all key process tags, using native iFIX collectors and OPC UA to the S7-1200. Trends must auto-scale and allow ad-hoc zooming in runtime. – Re-work the operator interface: consistent co...

...weed density using deep learning models, with results displayed on a live dashboard. Project Overview The simulation will run in Webots with 5 robots. Each robot will have a camera that captures images of the crop environment. Every 2 seconds, the system should capture the camera image and process it using two AI models. AI Models 1. ResNet50 model () for plant disease classification. The output should include the disease name and confidence score. 2. U-Net model () for weed segmentation. The output should be a mask identifying weed pixels in the image. Weed Density Calculation Using the segmentation mask, weed density should be calculated as: weed_density = (weed_pixels / total_pixels) * 100 Based on this percentage, the severity should be classified as:

I am ready to dive into natural language processing and would like structured, hands-on coaching that takes me from the basics to building reliable text-classification models. My preferred language is Python, so examples should rely on common stacks such as Jupyter Notebook, Pandas, scikit-learn or, when it makes sense, PyTorch and Hugging Face Transformers. Java and R are not in scope for this engagement. Here is what I need from you: • A clear learning roadmap that starts with data cleaning and exploratory analysis, then walks through feature engineering (tokenisation, embeddings, etc.), model selection, training, evaluation and deployment. • Well-commented Python notebooks and sample datasets so I can reproduce every step on my own machine. • Short explan...

...weed density using deep learning models, with results displayed on a live dashboard. Project Overview The simulation will run in Webots with 5 robots. Each robot will have a camera that captures images of the crop environment. Every 2 seconds, the system should capture the camera image and process it using two AI models. AI Models 1. ResNet50 model () for plant disease classification. The output should include the disease name and confidence score. 2. U-Net model () for weed segmentation. The output should be a mask identifying weed pixels in the image. Weed Density Calculation Using the segmentation mask, weed density should be calculated as: weed_density = (weed_pixels / total_pixels) * 100 Based on this percentage, the severity should be classified as:

...energy efficiency, water use, wastewater generation, hazardous wastes, environmental impacts, etc. Justify for your recommended and selected process reaction pathway - Preliminary Design Stage: Evaluation of Preliminary Layout, Preliminary Piping & Instrumentation Diagrams (PrPID), Design-HAZOP, Identified Hazard-scenarios, Determination of Most Hazardous Equipment, Hazardous Area & Equipment Classification, Emergency Procedures, Safety Indices. - Detailed Design Engineering Stage: Evaluation of Fault Tree Analysis (FTA) for one of Hazard-scenarios Construct the Layer of Protection Analysis (LOPA) for the Plant - Summary of How Safe & Sustainable by Design (SSbD) are undertaken by the design team Sum-up with the key SSbD measures adopted Ideal skills and experienc...

I need help to reduce overfitting in my hybrid vision transformers/CNN model for prostate cancer classification. Current setup: - Training on medium resolution image data - Data augmentation applied, but only one technique Ideal skills and experience: - Strong background in deep learning, especially with vision transformers and CNNs - Expertise in image data processing and augmentation techniques - Experience with model optimization and overfitting reduction

Technical QA Engineer – Functional Testing and Platform Validation Project Overview We are looking for a technical QA engineer to perform a structured validation of an existing web pla...services and workers • scheduled tasks • caching services • application logs and error logs • general server response behavior The objective is not to perform DevOps work, but to confirm that the environment supporting the application is functioning correctly. Deliverables The QA engineer must provide: • structured QA report • list of validated features • list of detected issues • severity classification of each issue • steps to reproduce problems • screenshots or recordings where necessary The QA must also provide short videos demonstra...

...WhatsApp Numbers Individual staff numbers must not support WhatsApp messaging. If someone attempts to message a staff number: Automatic response: This number does not accept WhatsApp messages. Please contact our main communication channel. 26. SMS Handling SMS messages must: arrive via Twilio trigger a webhook to middleware be stored in Odoo appear in Odoo Discuss 27. AI Contact Classification AI should automatically classify contacts using tags such as: carer family member patient client recruitment applicant These tags must be stored as Odoo contact tags. 28. Security & Compliance The system must implement: GDPR consent logging audit logs role-based permissions restricted access to health-related information 29. Analytics Dashboard The system must...

...customer demographics, service subscriptions, contract details, billing information, and payment methods. Project Steps: Data Cleaning: Handling missing values and correcting inconsistencies. Exploratory Data Analysis (EDA): Understanding patterns and key factors affecting churn. Feature Engineering: Creating new variables to improve model performance. Model Building: Developing a machine learning classification model to predict churn. Technologies & Tools: Python, Pandas, Scikit-learn, Jupyter Notebook, Matplotlib, Seaborn, Results & Impact: Enabled identification of high-risk customers. Predicted churn with high accuracy. Helped telecom providers take targeted retention actions, reducing churn by up to 25% and increasing overall business value. Skills Demonstrated: Mach...

...customer demographics, service subscriptions, contract details, billing information, and payment methods. Project Steps: Data Cleaning: Handling missing values and correcting inconsistencies. Exploratory Data Analysis (EDA): Understanding patterns and key factors affecting churn. Feature Engineering: Creating new variables to improve model performance. Model Building: Developing a machine learning classification model to predict churn. Technologies & Tools: Python, Pandas, Scikit-learn, Jupyter Notebook, Matplotlib, Seaborn, Results & Impact: Enabled identification of high-risk customers. Predicted churn with high accuracy. Helped telecom providers take targeted retention actions, reducing churn by up to 25% and increasing overall business value. Skills Demonstrated: Mach...

...named below. No additional columns. No merged cells. One contact per row. I am looking for approximately 100–150 contacts per country per sector where data is available. Total list size target: 3,000–5,000 verified contacts NOTE ON ASIAN MARKETS: I understand that revenue data for Indonesia, Thailand, and Singapore SMEs is estimated rather than publicly filed. Employee count and industry classification should be used as the primary filters in these markets. Please flag any records where revenue is estimated rather than sourced from a registry. QUALITY & ACCURACY REQUIREMENTS Email Accuracy ▸ Email bounce rate must be below 5% on delivery — I will test with NeverBounce or ZeroBounce before sending ▸ Business domain emails only — no Gmail, Hotm...

...categorisation: tidy the classification UI so new services drop into the right bucket and show up under the proper filters. Most of the coding touches the front end, but you’ll need the full picture of our Node.js middleware and MongoDB schema to keep performance high. Familiarity with tools like Mongoose, Express, and any modern component framework (React/Vue/Svelte) will help you slot in quickly. I’ll provide repo access, a staging database, and the current Lighthouse and Atlas metrics so you can benchmark improvements. When you hand the work back, I’ll be looking for: • Noticeably faster page and query response times under load tests • Clean SSL lock icon on every page • Flawless image upload and immediate display • An intuitive, ...

...(Pro or Desktop). I have already gathered multi-temporal satellite imagery and several open GIS databases; you are welcome to supplement them if you feel additional scenes (e.g., Landsat 8, Sentinel-2) or DEMs will sharpen the results. The LULC portion should deliver one classified raster for every calendar year, harmonised to a common legend so change detection is straightforward. Overall classification accuracy should reach at least 85 %, and please include the confusion matrices so I can verify them. For morphology I need twenty parameters. Core layers such as slope, drainage density, TWI, NDVI, HAND, elevation, height above nearest drainage, soil, distance-to-river, distance-to-road and a hydrologically corrected CN grid are non-negotiable; the remaining slots can be fill...

...(Pro or Desktop). I have already gathered multi-temporal satellite imagery and several open GIS databases; you are welcome to supplement them if you feel additional scenes (e.g., Landsat 8, Sentinel-2) or DEMs will sharpen the results. The LULC portion should deliver one classified raster for every calendar year, harmonised to a common legend so change detection is straightforward. Overall classification accuracy should reach at least 85 %, and please include the confusion matrices so I can verify them. For morphology I need twenty parameters. Core layers such as slope, drainage density, TWI, NDVI, HAND, elevation, height above nearest drainage, soil, distance-to-river, distance-to-road and a hydrologically corrected CN grid are non-negotiable; the remaining slots can be fill...

...steel fabrication company in the UK looking for a mechanical engineer with experience in pressure vessel design to produce calculation report for some pressure vessels we will be manufacturing Provide engineering calculations for: • Shell thickness • Head thickness • Nozzle reinforcement checks (main nozzles) • Hydrotest stress verification • Confirmation that the vessel falls within SEP classification We are not requesting a certified design package — only a competent engineering calculation report for fabrication verification. A calculation report including: • Assumptions and design basis • Material allowable stresses used • Formula references / method • Required shell thickness • Required head thickness • Nozzl...

...customer reviews that must be transformed into clear, data-driven insight. The raw files might arrive as CSV, Excel, or even straight from a database—the format is flexible—so the first task is to clean and standardise whatever I supply. That means handling empty rows, removing noise (HTML tags, punctuation, stop-words, etc.) and normalising the text. Once the data is tidy I need robust sentiment classification. Please build the pipeline in Python, making sensible use of NLTK and/or TextBlob for tokenisation, lemmatisation and polarity scoring. The reviews span more than one language, but the immediate focus is on the English subset; your code should therefore detect language and process only English for this milestone while staying extensible for future Spanish or F...

...customer reviews that must be transformed into clear, data-driven insight. The raw files might arrive as CSV, Excel, or even straight from a database—the format is flexible—so the first task is to clean and standardise whatever I supply. That means handling empty rows, removing noise (HTML tags, punctuation, stop-words, etc.) and normalising the text. Once the data is tidy I need robust sentiment classification. Please build the pipeline in Python, making sensible use of NLTK and/or TextBlob for tokenisation, lemmatisation and polarity scoring. The reviews span more than one language, but the immediate focus is on the English subset; your code should therefore detect language and process only English for this milestone while staying extensible for future Spanish or F...

...Preprocessing: Handle missing values, remove duplicates, encode categorical data. Prepare the dataset for analysis and ML model training. Data Analysis & Visualization: Analyze the dataset to identify trends, patterns, and insights. Create visualizations using Python libraries (Pandas, Matplotlib, Seaborn). Machine Learning Model Development: Build and train a supervised learning model (KNN, classification, or regression). Evaluate the model performance using metrics like accuracy, precision, recall. Documentation & Report: Provide a brief report of the analysis, model results, and recommendations. Include the final cleaned dataset and the trained model files. Requirements for Freelancer: Strong experience in Python, data analysis, and machine learning. Fami...

I need a hazardous area classification in line with IEC 60079-10-1:2020 and in accordance with CSA C22.1 (Canadian Electrical Code) and applicable CSA C22.2 / CSA 60079 standards for a heated enclosure with detailed analysis report with recommendation and conclusion for electrical fittings in the enclosure and develop HAC drawings. The enclosure is used for temperature control of electrical equipment and contains the following: - Vent from SDR septic tank - Control panels, power distribution panels, and instrumentation panels - Heating elements Ideal skills and experience for this job include: - Expertise in hazardous area classification - Knowledge of electrical equipment and safety standards - Experience with temperature control systems in potentially hazardous environ...

...download/classify documents (e.g., public records via CV/NLP), design neural networks for extraction, and build scalable workflows. Patience for alpha testing, finetuning iterations is key. Key Requirements: • Pure Python RPA, with the core orchestrator, no third part tool. • Web navigation/ scraping with Selenium/Playwright: document download, classification, OCR/text extraction. • Build/train neural networks (e.g., CNNs for image doc classification). • NLP expertise with spaCy for entity extraction. • Computer vision using TensorFlow/OpenCV (offline Vision Libraries preferred). Preferred Skills: • MLOps (e.g., MLflow, Docker for deployment). • Strong problem-solving for complex, error-prone workflows. &bu...

I have a structured dataset of numerical health measurements that needs to be automatically sorted into clinically meaningful classes. The overarching objective is pure data classification—no regression, forecasting, or image/text work involved—so every effort should focus on squeezing the best possible accuracy and robustness out of the classifiers. The raw CSV files arrive directly from wearable devices and electronic health records. I can supply a data dictionary and sample files right away. Tasks will include: • Cleaning and normalising the features (handling missing values, scaling, outlier checks) • Exploratory analysis to highlight important variables • Building, tuning and comparing several supervised algorithms—feel free to propose any...

...intuition for: o Wavelets and spectral analysis o Filter design and signal conditioning o Feature selection and interpretability * Practical experience with: o Bayesian hierarchical models o MCMC (Stan, JAGS, custom implementations) o Longitudinal and mixed-effects modeling * Comfort translating math and code into biologically meaningful insight Why this is interesting * You’ll work on post-hoc classification, time-series longitudinal data (regression) and individuation for early-warning biology * The problems are technically demanding and scientifically consequential * This is a chance to apply serious signal processing where it can change outcomes—not just metrics Engagement details * Include the word for mother in your native tongue in your response * Please incl...

...software, spreadsheets, and data systems to process images, extract product metadata, and perform detailed verification. - Ability to review and validate large batches of product images efficiently. Preferred Skills - Experience with image editing tools (e.g., Photoshop, or AI background removal tools). - Familiarity with product catalog management or e-commerce listings. - Understanding of data classification and metadata tagging. Deliverables - Cleaned product images with background removed and no people present. - Single product per image verified. - Complete product metadata captured from APIs. - Verified and reviewed images ready for downstream use. Compensation & Duration Duration: 2 weeks (contract role, extension possible). Working hours: Approximately 9 hours per ...

I’m building an MVP that inspects coal quality from both photos and short videos. The system must return a simple breakdo...upload history • Downloadable analysis reports • Basic user authentication Preferred stack & tools Python, OpenCV, YOLOv5/YOLOv8 (or similar), Flask/FastAPI for the back end, plus any front-end framework you deem lean and quick to deploy. To help me shortlist quickly, please send: • Links or screenshots of past AI/computer-vision projects (especially anything involving material classification or industrial inspection) • A brief outline of your proposed approach, timeline, and milestone costs If this MVP proves its value, the next stage will be a full mobile application and model refinement, so there’s plent...

...listings. We need expert help with several ongoing issues; Suppressing unauthorized resellers on our ASINs (stolen images, false "Made in China" claims, old packaging) via Report a Violation (RaV) and building violation history. Resolving trademark association problems (registered logo mark not linking to our enrollment due to minor text mismatch). Guidance on FBA Dangerous Goods/Hazmat classification for our flammable bead sealer (SDS already submitted; status is "Classified – DANGEROUS GOOD PROGRAM FULFILLABLE" but still blocked on replenishment). Creating/optimizing new product listings (titles, bullets, descriptions, images, A+ content) for our tire repair products. We prefer to start with a consultation to review our Seller Central / Brand R...

...most relevant features. 3. Handling Class Imbalance – Use SMOTE (Synthetic Minority Over-sampling Technique) to balance the dataset. 4. Data Splitting – Split the dataset into: • 70% training set • 15% validation set • 15% test set 5. Model Development – Train a binary classification LSTM model in Google Colab. The model performance should be evaluated using the following metrics: • Accuracy • Precision • Recall • F1-score • AUC-ROC Additionally, generate: • A Confusion Matrix to visualize classification performance. Finally, prepare a technical report documenting: • Data preprocessing steps • Feature selection method • Model architecture • Training process • Evaluat...

...filler metals, shielding gases and joint preparations suitable for both yard and onboard repairs. • Come with a Procedure Qualification Record template (or existing PQR data if you already have qualifying coupons for comparable steel). Process should be stick (SMAW) welding. Deliver the final document as an editable file (Word or similar) plus a locked PDF ready for submission to the classification surveyor. Include any calculation sheets, material certificates you used during procedure development, and a brief explanatory note so my site welders can interpret the variables at a glance. Timing is tight; once we agree on the critical variables, I would like the first draft within three days and a polished, surveyor-ready version shortly after feedback....

...for slope identification Path optimization using Hill Climbing algorithm Dynamic movement adjustment while climbing Obstacle detection and avoidance Advanced Features (for CV – very important) Add these to make the project look stronger for AI/ML roles. 1. Real-Time Path Optimization Uses Hill Climbing heuristic search to continuously update the best path while climbing. 2. Terrain Classification Classifies terrain types such as rocky, smooth, or steep surfaces using image features. 3. Obstacle Avoidance System Detects obstacles using contour detection and object segmentation. 4. Gradient-based Slope Detection Calculates slope angle using pixel gradients to determine climb feasibility. 5. Edge and Boundary Detection Uses Canny Edge Detection to identify terra...

We are seeking an experienced Safety Data Sheet (SDS) specialist to prepare a compliant SDS for a chemical product in accordance with (CLP) and relevant EU safety data sheet requirements. The SDS must be prepared in English and delivered in an editable Microsoft Word format. I will provide the formulation so the classification can be determined accurately.

...that automatically approves or rejects listings. --- Existing Tech Stack • Backend: Node.js / Express • Frontend: • Database: MongoDB • Infrastructure: VPS / Cloudflare --- Project Scope The developer will build the following components: 1. AI Listing Content Moderation - Scan listing title and description - Detect spam, illegal products, and prohibited content - AI text classification 2. Image Moderation System - Detect duplicate images - Detect stolen or stock photos - Image similarity detection - AI content detection 3. Fraud Detection Engine Analyze behavior patterns such as: - price anomalies - duplicate listings - suspicious posting patterns - repeated phone numbers or accounts 4. AI Risk Scoring Engine Each listing must receive a risk ...

I have 15 security-camera videos recorded at a petrol pump, each running for roughly 10 hours (about 150 hours of footage in total). For every vehicle that appears, I need two key pieces of information captured: • the half-hour time-slot in which it arrived (e.g., 09:00–09:30, 09:30–10:00, etc.) • how long that vehicle remained on the premises Within each 30-minute bin, please provide a count of vehicles in the following hierarchy: Broad classes – 2 Wheeler – 3 Wheeler – 4 Wheeler – Truck / Bus / Tractor / other special vehicles Detailed 4-wheeler breakdown (as requested via the form) SUV, Sedan, Hatchback, Pickup Truck, Van Heavy & special-vehicle breakdown Truck, Bus, Tractor, JCB, or any other special vehicle you...

...Conduct manual keyword research • Identify long-tail intent-driven keywords • Build meaningful topic clusters • Map one primary keyword per page • Provide a keyword mapping spreadsheet Strategy must be finalized before full page rollout. 4. Weekly Keyword Research Reporting Each week you must provide: • Full list of keywords researched • Search volume • Keyword difficulty • Search intent classification • Cluster assignment • Keywords selected for that week’s rollout Transparency in keyword selection is mandatory. 5. Internal Linking Structure You must: • Identify priority pages • Map internal linking architecture • Add optimized anchor text • Eliminate orphan pages • Establish logical crawl hiera...

I’m at the very first step of planning a commercial-zoned apartment complex and I need a clear, visually convincing massing concept that I can take to city staff and potential investors. The site is intended for residential use—an apartment building—yet it sits within a commercial classification, so I want the concept to balance residential livability with the bulk, height, and parking expectations that often accompany a commercially regulated lot. Here’s what I’m looking for: • A simple 3D massing model (SketchUp, Revit, Rhino, or any comparable tool you’re comfortable with) that shows overall footprint, height, and volumetric articulation. • Basic area breakdowns: gross floor area, typical floor plate, and an indicative unit count ...

...presses the single upload button on the homepage, the file should be forwarded to an AI-detection engine such as Hive AI or Deepware; feel free to recommend the most reliable API but keep the implementation modular so it can be switched later. The result page must return three clear data points pulled straight from the API response: • AI Probability (%) • Natural Probability (%) • Final Classification (AI Generated / Natural) Design needs to stay minimal, fast, and mobile-first while still presenting a modern look. Please rely on WordPress best practices—custom theme or lightweight builder is up to you—as long as it remains easy for me to maintain and extend. Deliverables • Fully functional WordPress site with front-end uploader and API inte...

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...meets GDPR, ISO 27001, SOC 2 and several industry-specific requirements. My immediate pain point is Data Classification and Lifecycle Management. Within that, the single most critical deliverable is a set of rock-solid data retention schedules that can be enforced automatically through Purview. Everything else—sensitivity labels in M365, DLP policies, insider-risk mappings and the new AI guardrails—must align to those schedules and to the overall operating model you design. Scope of work • Draft and socialise the operating model: clarify data ownership, stewardship, custodianship and a practical RACI that fits our organisation. • Define enterprise standards for data classification, lifecycle management and data quality, ensuring they dovetai...

...). I need a expert to build the remaining automation so that ChatGPT can analyze the content and generate structured teaching materials. This project has two parts, and I need both completed inside so I can take over the scenario afterward. 1. Build the “Processed Content” Spreadsheet I need a second Google Sheet that will store: URL Title Full extracted text Topic classification (e.g., human sexuality, gender identity, relationships, etc.) Flags (e.g., “Gender Identity = Yes/No”) AI outputs (outline, pros/cons, lecture script, etc.) The freelancer should design the column structure so it works cleanly with and ChatGPT. 2. Build the Scenario That Runs the Full Pipeline The scenario must: Read each row from my existing spreadsheet (the one...

...presses the single upload button on the homepage, the file should be forwarded to an AI-detection engine such as Hive AI or Deepware; feel free to recommend the most reliable API but keep the implementation modular so it can be switched later. The result page must return three clear data points pulled straight from the API response: • AI Probability (%) • Natural Probability (%) • Final Classification (AI Generated / Natural) Design needs to stay minimal, fast, and mobile-first while still presenting a modern look. Please rely on WordPress best practices—custom theme or lightweight builder is up to you—as long as it remains easy for me to maintain and extend. Deliverables • Fully functional WordPress site with front-end uploader and API inte...

...through wall and egg retrieval door. Open to design concepts and we can tweak small details as we go. Roofing is split into three clearly defined zones: • Zone 1 – Colorbond sheeting All walls enclosed • Zone 2 – Laserlite skylight panels blended with Colorbond for weatherproof light entry • Zone 3 – Heavy-duty mesh for ventilation Please specify fastening schedules, member sizes, wind-classification assumptions and any additional tie-downs or straps so I can lodge the plans without surprises. Deliverables I expect: • Dimensioned A3 PDF drawing set with council-friendly title block • Framing & bracing section drawings at suitable scale, including uplift/bracing calculations • Full material take-off (timber lengt...

...to delivering vehicles to end buyers worldwide—and then repeating the process at scale. Here’s where I need expert support: • Sourcing vehicles – reliable suppliers, auction platforms, and on-the-ground inspection options. • Shipping logistics – the full route planning, Ro-Ro or container decisions, insurance, and carrier coordination. • Customs clearance – HMRC registration, HS code classification, CDS/CHIEF submissions, duties, VAT, and any DVLA requirements for inbound cars. • Finding clients and customers – market research, lead lists, outreach strategy, and a basic CRM workflow so I can start closing sales quickly. Deliverables I expect: 1. A step-by-step operating plan that ties together sourcing, logistics,...

Project Overview I have an Excel dataset containing approximately 11,440 licensed plumbing contractors in California (C-36 classification). The dataset includes contractor license information such as business name, city, address, and phone number. I am seeking an experienced data scraping / lead enrichment specialist to locate verified business email addresses associated with these contractors and append them to the spreadsheet. The goal is to identify publicly available contact emails belonging to the contractor’s business and integrate them into the existing dataset. ⸻ Source Dataset The spreadsheet contains approximately 11,440 contractor records and includes fields such as: • License Number • BusinessName • BUS-NAME-2 (DBA name, if present) • ...

...their own while all explanatory or operational guidance is moved into a companion guideline. Here’s exactly what I’m after: • A marked-up or commented copy of the draft showing which paragraphs belong in the Policy and which belong in the Guideline. • A clear outline for each new document, aligned with the official templates I will share. • Any brief notes that help justify tricky classification decisions. No rewriting of the subject matter is required—this is a structure and governance-lens task. The file you’ll receive is redacted for confidentiality, and the job should take no more than two hours for someone familiar with public-sector policy frameworks. Experience with government or similarly regulated environments is pref...

...to delivering vehicles to end buyers worldwide—and then repeating the process at scale. Here’s where I need expert support: • Sourcing vehicles – reliable suppliers, auction platforms, and on-the-ground inspection options. • Shipping logistics – the full route planning, Ro-Ro or container decisions, insurance, and carrier coordination. • Customs clearance – HMRC registration, HS code classification, CDS/CHIEF submissions, duties, VAT, and any DVLA requirements for inbound cars. • Finding clients and customers – market research, lead lists, outreach strategy, and a basic CRM workflow so I can start closing sales quickly. Deliverables I expect: 1. A step-by-step operating plan that ties together sourcing, logistics,...

I require a fully-formatted, 16-section Safety Data Sheet that meets the latest Globally Harmonised System (GHS) guidelines. The product in question is an industrial-use liquid chemical, so accuracy in hazard identification, classification, and labelling is critical. All content must align with international standards (EU CLP, OSHA HazCom 2012, UN GHS Rev 9 where applicable). I will provide the raw formulation data, test results, and any existing technical sheets; you will transform these into a compliant SDS ready for worldwide distribution. Deliverable • One editable SDS document (Word) plus a print-ready PDF, laid out in the standard 16-section order with correct pictograms, signal words, H- and P-statements, transport information, and regulatory references. Acceptanc...

...architect/backend engineer with security and systems design expertise --- # 2. Multi-Client ERP Architecture ## Core Model * One Odoo database per client * Industry-specific template databases * Central “Firm Core Module” including: * Role-based access control (ACL + record rules) * Period close workflow * Tax workflow tracking * Audit logs * Event UUID tracking for offline sync * Document classification & archival logic Client isolation must be absolute. --- # 3. Offline-First Architecture (Critical Requirement) Because many clients operate in unstable infrastructure environments, the system must continue operational activity during outages. ## A. Edge Node Design Each client site may include: * Mini PC / Edge Server * UPS power supply * L...

AI | ERP/CRM Platform Development (L...includes: 1️⃣ CRM Module Lead & customer management Sales pipeline tracking Task automation Email integration AI-based lead scoring 2️⃣ ERP Module Sales & invoicing management Budget tracking (XLS import + parsing) Inventory management Role-based access control Reporting dashboard 3️⃣ AI Features Predictive sales forecasting Customer behavior scoring AI-driven task recommendations Document auto-classification Basic chatbot assistant inside dashboard Flexible depending on expertise and architecture proposal. We are looking for quality, not the cheapest bid. To Apply, Please Include: Examples of ERP/CRM systems you've built AI integration experience Your proposed tech stack & why Estimated timeline for MVP Whether you work so...