Classificationpekerjaan

...converting an existing commercial building into a licensed personal-care home here in Pennsylvania and need a complete, permit-ready set of stamped architectural drawings that reflect interior layout changes only. The building shell stays intact; the work is all inside—reconfigured walls, updated egress paths, accessibility upgrades, and any life-safety details required for the new occupancy classification. Your plans must satisfy current Pennsylvania Building Code, applicable IBC chapters, and local municipal submission standards. Because the municipality will not accept drawings unless they bear a Pennsylvania architect’s seal, you must hold an active PA license and be able to sign and digitally stamp the final sheets. Deliverables (PDF + one hard copy): •...

I need a compliant lighting design for a small utility area under 100 m². The space is used solely to ensure worker safety during nighttime access, so all calculations and mounting arrangements must comply with Australian Standard AS1158 for this site classification. Please carry out the photometric calculations in DiaLux (Relux or AGi32 are also acceptable), provided the final results and documentation can be traced back to the software’s native calculation files. For this to be considered complete, I require: A clear plan view indicating luminaire locations, mounting heights, and aiming angles Isolux contours or a false-colour illuminance plot confirming compliance with the nominated AS1158 lighting category A luminaire schedule including part numbers, lamp specifi...

I’m building a unsupervised classifier that learns jointly from audio recordings and accompanying physiological signals. My end-goal is a robust prediction model that can generalise to new subjects, so every modelling choice—from feature pipeline through network architecture and hyper-parameter search—has to be evidenc...F1. Deliverables • End-to-end training code, neatly commented • Saved model weights plus an inference script that takes new audio + physio files and outputs class probabilities • Brief report (accuracy, precision, recall, F1, confusion matrix) and guidance on further improvement Clean, modular code and explain-as-you-go communication matter more to me than glossy presentations, so if classification of multimodal signals is yo...

...Core triage engine Python-based service that takes raw email content as input and outputs structured JSON with classification, urgency, and suggested actions. ​ Clean, modular code with tests and logging (preferably FastAPI or similar framework). ​ Gmail integration Connect to a shared Gmail inbox (using Gmail API). ​ Fetch incoming emails, pass them through the triage engine, and store results. ​ Create draft replies and apply appropriate labels based on the triage output. ​ What I’m looking for: Strong Python experience (FastAPI, background tasks, testing). ​ Experience with Gmail API or similar email APIs. ​ Experience with LLMs / AI orchestration for classification and text generation is a plus, but you can also integrate with an existing LLM API that I...

...close assigned tasks. Employee / User – Can report near misses, incidents, view training, and raise safety observations. Core Modules Required: 1. Dashboard & Analytics KPI charts (Incidents, Near Miss, Open Actions, Audit Score) Trend graphs and monthly statistics Filter by department, site, and date 2. Incident & Near Miss Management Incident reporting form with photo/video upload Classification (Near Miss, First Aid, LTI, Fatality) Root Cause Analysis fields CAPA tracking Email notification workflow PDF report generation 3. Audit & Inspection Module Audit template builder Checklist forms Scoring system Observation and recommendation fields Auto PDF audit report Action assignment and closure tracking 4. Risk Assessment (HIRA/JSA) Hazard i...

...PyTorch. Guidance on best practices for data preprocessing, model selection, evaluation and error analysis is essential, along with tips on how to present this work in a résumé or GitHub repo. Deliverables I have in mind: • A personalised learning roadmap with milestones • Live or recorded sessions focused on theory followed by coding walk-throughs • Two to three guided projects (e.g., text classification, named-entity recognition, simple chatbot) that I can showcase • Brief feedback on my code, documentation and interview explanations Please highlight your relevant experience with NLP frameworks and any mentoring or teaching you’ve done when you reply. We’ll agree on timelines, session format (Zoom, Jupyter notebooks, etc.) a...

Looking for a computer type to scrape a consumer review site looking for photos posted by consumers who are reviewing plumbing companies based anywhere in California. If this works, out, then will branch out to ot...me a price for providing all images posted by consumer reviews of plumbing contracts anywhere and every in all of California. Success Criteria: • High precision in identifying likely contract images • Clear audit trail for each image source • Easy export and deduplication Please include in your bid: • Your proposed tech stack (Python, Node, etc.) • Prior experience with document/image classification • Fixed price or milestone pricing • Timeline and maintenance options If this works out well, then will hav you do one new USA s...

We are a UAE-based construction company looking to start a gradual AI automation transformation. We are searching for an experienced AI automation specialist who can design and implement a scalable AI system for our company. This project will begin with Phase 1: • Email automation (Microsoft 365) • WhatsApp Business automation • Message classification (important / non-important) • Automatic tagging & routing • Daily executive summary • AI-based priority detection The long-term goal is to build a complete AI automation layer across our ERP, Asana, documents, and internal workflows. We are looking for someone who: • Has real experience with OpenAI API / LLM integration • Has built AI workflow automation systems before • Understand...

...injected payloads Unauthorized data collection or transmission Hardcoded credentials or API keys Suspicious permissions usage Obfuscated or encrypted hidden logic Analyze network calls and backend communication endpoints Evaluate encryption implementation and secure storage practices Identify privilege escalation or root exploitation risks Provide a detailed vulnerability report with: Severity classification (Low / Medium / High / Critical) Technical explanation Exploitation risk Recommended remediation steps Required Skills & Qualifications Strong experience in Android security testing Proficiency in tools such as: JADX / APKTool Frida MobSF Burp Suite Wireshark IDA / Ghidra Knowledge of: Android architecture and permissions model Reverse engineering Malware analysis Netw...

...host environment—the primary source for world-class emeralds—yet features a "Tectonic Paradox" of native metals and quartzite undocumented in the USGS, Mindat, or GIA records. The Trustee will serve as the legal and scientific bridge between the Archean Singularity Trust and the broader scientific community, specifically overseeing the path to IMA (International Mineralogical Association) Classification. ****** Note: MUST WORK ON CONTINGENCY See Articles Below: See Media Article that gained attention to the World ***Translate Bosnia Language > Vu Ink News | The Archean Singularity: Unveiling the World’s Only Undocumented Type IA-Compatible Emerald System

...back propagation neural network to implement pattern classification for the linearly nonseparable half-moon dataset (the first 1,000 samples belong to Class 1, and the second 1,000 samples belong to Class 2). The network consists of two input neurons, one hidden layer with an adjustable number of hidden neurons, and one output neuron. 1. Online learning algorithm - Plot the learning curve (number of epochs versus mean squared error for each epoch). - Evaluate the classification accuracy for the training set and the entire dataset. - Investigate the impact of the learning rate. - Investigate the impact of the steepness parameter of the activation function. 2. Batch learning algorithm - Plot the learning curve. - Evaluate the classification accuracy of the training s...

...of a larger dataset i.e., "USA Roads"), and add the image Miami 1952. GeoReference the image to the real world. Produce a map showing how the highway system destroyed Overtown (include a description and all other necessary map elements). Make sure your map is legible and use an appropriate scale. Also, include all map elements: a title, a short description of the map, a description of the classification scheme, a legend, a north arrow, credits for map maker, map date, and data sources, and a scale bar. Return to me the map as a PDF or image. ///////////////////////////////////////////////////////////////////////////////////////////////////////// Grading rubric: Demo that you have the map overlayed at the correct location: 3 points Use additional correct data (i...

...Color contrast analysis Navigation & menu accessibility Modal/dialog accessibility Responsive/mobile accessibility Review of downloadable PDFs (if applicable) Automated tools (axe, Lighthouse, etc.) may be used, but manual validation is required. Audit Deliverable A structured document (PDF or DOCX) including: List of all identified issues WCAG reference (exact success criterion) Severity classification (Critical / Major / Minor) Technical explanation of the issue Clear implementation recommendation Screenshots where relevant The audit must be professional and suitable for compliance documentation. After approval of the audit: Fix all identified accessibility issues Implement proper semantic solutions (no unnecessary ARIA hacks) Ensure clean, maintainable code Avoid plugi...

You are a senior cybersecurity + machine learning engineer. Build a practical, runnable, end-to-end Transformer-based Web Application Firewall (AI-WAF) prototype suitable for Smart India Hackathon / ISRO SIH demonstration. The system must implement the full pipeline: Log Ingestion → Parsing → Normalization → Tokenization → Transformer Training → Multi-Class Attack Classification → Anomaly Scoring → Real-Time Non-Blocking Inference → Alerting & Logging → Incremental Fine-Tuning ======================================== 1. CORE FUNCTIONAL REQUIREMENTS ======================================== A. Multi-Class Attack Detection The Transformer model must classify HTTP requests into: - BENIGN - SQL_INJECTION - XSS - COMMAND_INJECTION - ...

...historically specific representational logics. Muslim identities are amplified primarily through securitized political narratives rooted in post 9 11 media traditions, while South Asian identities are circulated through colonial cultural, caste, labor, and exoticized frameworks inherited from British imperial representation. The study should situate algorithmic systems within a longer history of media classification and visual culture. Structural Requirements The paper should follow this general structure: Introduction Introduce algorithmic visibility, define the comparative framework, and clearly state the thesis and research contribution. Conceptual Framework Define algorithmic systems as socio technical systems. Explain algorithmic bias and algorithmic visibility using aca...

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Google Play has blocked my mobile application from being distributed inside the United States. I have already tried to resolve t...craft an authoritative response for Google, prepare any supplementary filings BIS requires, and lay out a clear action plan so the app can be listed in the U.S. store without violating federal law. Deliverables • Written legal analysis explaining the current restriction and the governing statutes • Drafted response or appeal package for Google Play Console • Draft or guidance for any BIS classification or license request, if needed • Practical checklist outlining next steps I must follow to maintain ongoing compliance Please include a brief note on your experience with BIS, export-controlled software, or similar Play Store m...

...NLP or other classification techniques to decide whether a posting is truly AI-related, then tag it by sub-domain (e.g. vision, NLP, MLOps, prompt-engineering). • Deliver concise, deduplicated listings to me through an in-app notification feed—no email or SMS required. For the deployment side I’m open to Python (Scrapy, BeautifulSoup, Selenium), Node, or any stack you are comfortable with so long as it is containerised and can run unattended on a small cloud instance. A lightweight web interface or Electron desktop app for the notification feed is ideal; you can suggest an alternative if it achieves the same user experience. Acceptance criteria 1. Agent successfully scrapes at least three live sources from each category—freelance, job board, and train...

...extract everything a human can see on the page, plus the underlying data used to render it. What the scraper must do (high level) Given a product URL, the pipeline should: Load the page like a real user (handle cookies/overlays). Capture all content from multiple sources (DOM + network + interactions). Use GPT API strategically to increase accuracy (field mapping, variant extraction, doc classification, completeness checks). Output a strict, validated JSON record + optional Excel export. Data fields I need to extract (core) Required output fields: Product name manufacturer / brand description (clean, human-readable) images[] (high quality URLs, deduped; include context/alt when possible) documents[] (PDF/spec sheets/install guides/warranties/BIM/etc., classified) op...

We are seeking a skilled WordPress developer/team to build a professional websit...be structured around work streams and sub-topics, and support multi-dimensional content tagging so that publications, news, events, surveys and videos can appear in multiple sections. Scope Includes Custom WordPress theme development Custom Post Types (Publications, Events, News, Surveys, Press Releases, Videos) Custom taxonomies: Work Streams → Sub-topics (hierarchical) Content Type classification Topic tags Dynamic landing pages for each work stream/sub-topic: Featured/pinned content Filterable content grids + sorting Publications repository with advanced filters Global search SEO setup + Google Analytics integration Contact forms, newsletter subscription, Google Maps Performance...

...(Route 53 + ALB / CloudFront). DNS is correctly configured and resolves properly on most networks (Google DNS, Quad9, etc.). Our domain reputation has already been reviewed and corrected by major security providers. However, users on T-Mobile are still experiencing DNS-based blocking or resolution issues. This appears to be related to carrier-level DNS filtering or residual reputation/security classification behavior — not core infrastructure misconfiguration. ⸻ Scope of Work • Diagnose carrier-level DNS blocking behavior • Analyze domain resolution differences across networks • Validate CloudFront / ALB / TLS configuration • Identify why T-Mobile resolvers still fail despite corrected reputation • Recommend and implement a permanent product...

...Entity-level HR structuring (NL, US, and international operations) • Scaling strategy — building teams that grow with the business • Employer branding and talent attraction strategy HR Policies & Compliance (Longer Term) • NL/EU labor law compliance — employment contracts, working conditions, leave policies • US labor law compliance — at-will employment, state-specific regulations, W-2 vs. 1099 classification • International contractor/freelancer compliance across multiple jurisdictions • Building an employee handbook and standard HR policies • GDPR compliance for employee/candidate data Culture & Team Building • Developing culture and communication practices for distributed/remote teams • Onboarding process...

...the beginning, there will be no photo uploads in reviews — only structured attributes and written comments. The focus is on clean data collection and aggregation. Each product page should include: • Structured review-based comparison bars (generated dynamically from user-selected attributes) • Tag system based on recurring themes in feedback • Ingredient (INCI) analysis section with clear classification (e.g., well-tolerated, neutral, potentially problematic ingredients) • Clear categorization (makeup, skincare, hair, body, brands) • Admin panel to manage products, tags, ingredients, and aggregated data The system should be scalable and built with long-term growth in mind. The key challenge is creating a smart structure that allows reviews (b...

...Object storage (S3 or equivalent) Production deployment (AWS / DigitalOcean / similar) API architecture design Handling long-running async workflows Bonus: Experience with AI APIs (OpenAI / Anthropic) Experience with document parsing Cost optimisation for AI workloads NOTE: The Core Challenge We process building inspection PDFs (50–70+ defects per document). Each defect requires: AI classification Structured extraction Cost estimation logic Controlled pricing variance (not wide AI guesses) The system must: Handle multiple reports processing simultaneously Avoid timeouts Avoid race conditions Avoid pricing inconsistencies Maintain state safely across long workflows NOTE: DO NOT APPLY IF: You primarily build WordPress sites You are a UI/UX designer on...

I need an image classification AI model to run on a Raspberry Pi 4. This model will detect whether individuals are wearing PPE kits in static images. The primary application will be in industrial sites. Key Requirements: - The model should accurately classify images as 'PPE' or 'No PPE'. - It needs to be optimized for performance on Raspberry Pi 4. - The input will be static images, not live feeds or videos. Ideal Skills and Experience: - Proficiency in AI and image classification techniques. - Experience with model optimization for edge devices, especially Raspberry Pi. - Background in developing AI solutions for industrial applications is a plus. - Ability to deliver a robust and efficient model within budget constraints.

...project 'I have the source code available, i have the API dataset available. But definately need a NEW DNN training Dataset. simple UI . Total Project is 250 USD STAGE 1 - 100 USD STAGE 2 100 USD Deplyment, Testing and Document 50 USD STAGE 1 handles intelligence + cloud STAGE 2 handles device + communication + app STAGE- I Backend Engineer (Cloud + Data + API) Deep Neural Networks for classification (imbalanced datasets, SMOTE preferred) Python (TensorFlow/PyTorch) and model deployment via REST API Handling weather/time-series datasets Cloud hosting (Azure/AWS) and database management SMS gateway integration and push notification backend Secure API development and logging system Deliverable: Deployed ML model with working API endpoint and backend system. STAGE 2 &mdas...

...connected external partners. In the initial discussion, I expect: • An architecture proposal for Solana, including wallet handling and monitoring logic • Recommendations for the role model: Admin → Distributor → Shop → End Customer • A technical setup for a self-custody wallet with biometric security features • A workflow for QR-based token transfers between roles • A concept for automatic token classification (Clean / Unverified) and an audit trail • A rough effort estimation and identified technical risks Additionally, I require guidance on API integration for external partner platforms to ensure that future fiat purchases outside the app can be integrated seamlessly. If you have experience with Solana, mobile wallets, and securi...

...Color contrast analysis Navigation & menu accessibility Modal/dialog accessibility Responsive/mobile accessibility Review of downloadable PDFs (if applicable) Automated tools (axe, Lighthouse, etc.) may be used, but manual validation is required. Audit Deliverable A structured document (PDF or DOCX) including: List of all identified issues WCAG reference (exact success criterion) Severity classification (Critical / Major / Minor) Technical explanation of the issue Clear implementation recommendation Screenshots where relevant The audit must be professional and suitable for compliance documentation. After approval of the audit: Fix all identified accessibility issues Implement proper semantic solutions (no unnecessary ARIA hacks) Ensure clean, maintainable code Avoid plugi...

I need a reliable set of hands to keep our books current in MYOB. Day to day you will log in to our cloud account, pull the files I place in our digital folders, and enter three core items—invoices, receipts, and expense records—straight into the system. Accuracy matters more than speed, so every total, GST code, and account classification must match the source document. The workflow is simple: • Open the shared folder, review the PDFs, and confirm legibility. • Post each transaction in MYOB, cross-checking dates, supplier names, and tax amounts. • Update the linked Excel reconciliation sheet so I can track progress in real time. All source documents are already digitised, so no scanning is needed; just tidy naming and archiving once the entry ...

I need a complete machine-learning pipeline that can look at medical images—specifically plain-film X-rays—and tell me whether each study is of the chest, abdomen, or an extremity. All input files will be standard hospital exports (mostly DICOM, occasionally PNG/JPEG), so the model must handle typical variations in resolution and contrast. What I’m after is a reproducible, well-documented solution: data preparation, augmentation, model architecture (a CNN in TensorFlow, Keras, or PyTorch is fine), training, and evaluation. Please include class-balanced splits, explain any preprocessing you apply, and show the metrics you achieve on an unseen validation set. Deliverables • Python code with clear comments for preprocessing, training, and inference • Trained ...

...to put in place a unified metadata management framework that improves governance across the board, with a special emphasis on meeting strict Compliance requirements. The scope covers information architecture, controlled vocabularies, and an enterprise-wide taxonomy that standardises terminology between systems. The work will culminate in a reusable model that makes stewardship activities—classification, retention, lineage tracking—far easier and more defensible. Key deliverables • A logical and physical data taxonomy covering all major subject areas • Controlled vocabulary and synonym ring to eliminate naming conflicts • Metadata schema and attribute definitions aligned to our governance policies • A lightweight set of governance guid...

I’m ready to commission a clean, modern logo paired with a matching “hazard wheel” graphic. The logo needs to blend text and an image in a way that feels sharp and contemporary while sticking strictly to a neutral palette—think black, white and subtle grays so it remains versatile across light or dark backgrounds. Alongside the logo, I also need a circular hazard-classification wheel that carries the same visual language. It should use the identical neutrals and typography so both pieces look like they belong in the same brand system. I will supply final wording for the text segments on the wheel once we agree on the layout; you simply leave placeholder text for now. Deliverables • Vector logo (AI, PDF, SVG) plus PNGs with transparent backgrounds &...

...that use Claude (Anthropic) or any other fit-for-purpose LLM to automate one core business goal: streamlining customer service requests that touch our finance operations. We also The workflows must be able to: • Ingest the incoming request—whether it arrives by email, form, or chat—identify it as finance-related, and extract the key facts. • Send the request through an LLM prompt chain for classification, summarisation, and suggested next actions. • Trigger follow-up steps inside n8n (routing to the right teammate, updating our ticketing system, posting a Slack/Microsoft Teams message, or calling an external API) with graceful error handling and clear logging. Acceptance criteria • Deployed on our self-hosted n8n instance with version-cont...

...with an "Add another part" feature to request multiple items simultaneously. A notes field is provided, and the customer has the optional ability to upload photos. Data: Selection of (Make, Model, Variant) from pre-defined options, with support for reading the Vehicle Identification Number (VIN) from a registration photo or manual entry to fetch data automatically via API. Classification: Orders are separated by type (Original - Commercial - Salvage) to ensure auction accuracy. Locations: Options for (Manual, Workshop) with mandatory National Address entry. Address System: Location determination via maps such as Google Maps. is preferred that customers register their vehicle data upon entering the application, so they can simply select it when ordering

...structure publicly available business and market data, then build reliable automations using Make or n8n. The work involves sourcing data via approved APIs, data providers, or compliant extraction methods, cleaning and normalizing it, and integrating it into tools such as email platforms, CRMs, or Google Sheets. Some workflows may include AI services (e.g., ChatGPT or other LLM APIs) for classification, enrichment, or filtering. Ideal candidates have strong API experience, understand data reliability and error handling, and can build documented automations that run on schedules with minimal supervision. We have a number of automation projects in the pipeline. We are looking for someone who can dedicate time to this. If this is going to be one among a thousand projects and ...

...Law is the law of the land, applicable throughout India It is mainly based on the Indian Constitution (1950) The Constitution is the supreme law of India Sources of Indian Law Constitution of India Legislation (Acts passed by Parliament & State Legislatures) Judicial precedents (Decisions of Supreme Court & High Courts) Customs and usages Personal laws (Hindu, Muslim, Christian, Parsi laws) Classification of Indian Law Constitutional Law – structure, powers, and functions of government Criminal Law – offences and punishments (IPC, CrPC) Civil Law – private rights and remedies Administrative Law – control of administrative authorities Personal Law – family matters like marriage, divorce, succession Commercial Law – trade, contracts, comp...

The project centres on building a production-ready text-classification pipeline that leverages modern deep-learning techniques. I have a labelled dataset and need end-to-end code that ingests the text, handles cleaning and tokenisation, and trains an accurate classifier. Python is the preferred language; using PyTorch, TensorFlow or another mainstream framework is fine as long as the solution is reproducible and easy to extend. Key deliverables: • Well-commented source code (data loading, model, training loop, evaluation) • Clear instructions to run training on a fresh machine (README or notebook) • Metrics report showing accuracy, precision, recall and F1 on a held-out set • Exported model weights and a small inference script or API endpoint for batch pre...

...deadline • Attachments (photos, drawings, part list) • Create Job Code in customised software • Assign case owner (Service Coordinator) Status: NEW – Under Review ⸻ B. Decision Branch: Service vs Spares Workflow If enquiry = Service → Service Vendor Workflow If enquiry = Spares → Supply Vendor + Logistics Workflow If both → Run parallel workflows Module Purpose Email Intake Agent Enquiry classification + job creation Service Vendor Engine Service RFQ + attendance coordination Spares Procurement Engine Part sourcing + supplier quotes Logistics Costing Engine Freight + delivery planning Quote Builder Margin-based customer quotation PO Compliance Gate PO number + billing validation Execution Tracker Attendance/delivery monitoring Document ...

...fields Brand Model (normalized) Serial number / chassis number / internal ID Name variants Serial ranges (if applicable) This entity is used to filter and relate documents precisely. 6. Intelligent Indexing of the Cloud All content is automatically indexed. PDFs Internal text OCR per page (for scanned documents) Tables References Page numbers Images OCR of visible text Automatic classification (plate, part, schematic, general photo) Excel Sheet reading Columns Cells Relationships between data Each document is linked to one or more machines with: Confidence level Evidence (page or text where model/serial appears) 7. Machine Identification via Plate Photo This is the primary identification method. Flow User sends a photo of the identification plate OCR...

...large datasets Secure embedded PDF viewer (no download) Conditional panels for AI insights (Pro users) or ads (Free users) Multi-language UI: English & Spanish Backend & Infrastructure Backend using FastAPI or Node.js Document storage on AWS S3 Native PDF text extraction (no OCR) Automated weekly indexing pipeline Vector embeddings stored in Pinecone or Milvus Metadata-driven document classification Security & DRM OAuth 2.0 authentication & authorization Secure document streaming only Dynamic watermarking (user name + IP address) Disable copy, print, and save in viewer Full access logging AI & Semantic Search Vector-based semantic search Retrieval-Augmented Generation (RAG) LLM integration for: Document summaries Contextual financial insi...

...multi-language interface, allowing users to toggle between English and Spanish for navigation and system menus. Table of Contents 1. Frontend Architecture and Interface (SPA) 2. Backend, Infrastructure, and Data Pipeline 3. Security and DRM (Digital Rights Management) 4. Semantic Engine and AI Integration 5. Monetization and Ad Management 6. Development Plan for Quoting (Milestones) 7. Annex: Classification Logic and Nomenclature 8. Economic Proposal and Timeline 9. Payment Terms 10. Warranty and Post-Implementation Support 1. Frontend Architecture and Interface (SPA) Development as a Single Page Application (SPA) for fluid navigation. 6-level tree structure (Country > Sector > Company > Year > Period > File) with lazy loading. Modular layout with integrated PDF ...

...multi-language interface, allowing users to toggle between English and Spanish for navigation and system menus. Table of Contents 1. Frontend Architecture and Interface (SPA) 2. Backend, Infrastructure, and Data Pipeline 3. Security and DRM (Digital Rights Management) 4. Semantic Engine and AI Integration 5. Monetization and Ad Management 6. Development Plan for Quoting (Milestones) 7. Annex: Classification Logic and Nomenclature 8. Economic Proposal and Timeline 9. Payment Terms 10. Warranty and Post-Implementation Support 1. Frontend Architecture and Interface (SPA) Development as a Single Page Application (SPA) for fluid navigation. 6-level tree structure (Country > Sector > Company > Year > Period > File) with lazy loading. Modular layout with integrated PDF ...

I need a skilled data labeler to prepare images for an AI model using Azure Custom Vision. The task involves labeling images with object classification. Requirements: - Labeling images of traffic signs, equipment, and other items - Classifying objects in the images Ideal Skills and Experience: - Experience with Azure Custom Vision - Proficiency in image labeling and data annotation - Ability to deliver high-quality labeled data quickly - Attention to detail and accuracy If you have relevant experience and can work within a tight timeframe, I'd love to hear from you!

...profiles: • 17‑hydroxyprogesterone • Testosterone • LH, FSH • Anti‑Müllerian hormone (AMH) • Cortisol levels • Karyotype results (e.g., 46,XX; 46,XY; mosaic patterns) • Additional endocrine tests depending on case pathways D. Imaging Findings • Pelvic/abdominal ultrasound • Genital ultrasound • MRI findings where available E. Final Diagnosis and Management • Chicago Consensus classification • Gender assignment decisions • Surgical interventions (if any) • Endocrine management and follow‑up plans --- 11. Data Management and Analysis Data will be entered into Excel / REDCap and analysed using SPSS / Stata / R. Analysis Plan • Descriptive statistics (mean, median, frequency, percent...

I need a small, self-contained tool that lets me type a single email address, click “Verify”, and instantly learn—right on the same page—whether that address is hosted on Google Workspace or on Microsoft Outloo... Keep the UI clean: one input box, one button, and a neatly formatted result. Deliverables: • Complete, well-commented source code • Brief read-me explaining setup and how the detection logic works • Live demo or runnable build so I can test a few addresses before sign-off The project is finished when I can verify an address like “user at ” and get an immediate, correct classification as Google Workspace or Outlook. By on outlook or workspace i mean email ! not google drive .. because user can exist on outlook or g...

...restaurants and bars in their cities and capture clear photos of drink and beverage menus using a structured format we’ll provide. The information to be collected includes the venue name, address, type, and price range. The cities covered are Banqiao, Hsinchu, Hualien, Kaohsiung, Keelung, Taichung, Tainan, Taipei, Taoyuan, and Yuanlin Payment ranges from $5–$7 per venue, depending on the classification tier of the assigned city and there will be no limits on the number of restaurants that you can visit and assets you can submit. Additional details will be shared with shortlisted freelancers....

...and bars in their cities and capture clear photos of drink and beverage menus using a structured format we’ll provide. The information to be collected includes the venue name, address, type, and price range. The cities covered are Chon Buri, Hat Yai, Mueang Nonthaburi, Nakhon Ratchasima, Pak Kret, Samut Prakan, Si Racha, and Udon Thani. Payment ranges from $5–$7 per venue, depending on the classification tier of the assigned city and there will be no limits on the number of restaurants that you can visit and assets you can submit. Additional details will be shared with shortlisted freelancers....

...uniform or showing a badge (using object detection like YOLO). * Real-Time Risk Dashboard: * A simple UI that displays a "Trust Score." If the score drops below a threshold, it shows a "SCAM ALERT" warning. Preferred Tech Stack: * Language: Python * ML Frameworks: TensorFlow / PyTorch / Keras * Computer Vision: OpenCV, MediaPipe * NLP: Hugging Face Transformers (BERT/RoBERTa for intent classification) * Interface: Streamlit or Flask (for the demo dashboard) Deliverables: * Source Code (well-commented). * A file for easy installation. * A short demo video showing the system detecting a scam attempt from a sample video file. * Documentation on the model architecture used. Screening Questions Questions for you? * "For the deepfake detection,...

I need a small, self-contained tool that lets me type a single email address, click “Verify”, and instantly learn—right on the same page—whether that address is hosted on Google Workspace or on Microsoft Outloo... Keep the UI clean: one input box, one button, and a neatly formatted result. Deliverables: • Complete, well-commented source code • Brief read-me explaining setup and how the detection logic works • Live demo or runnable build so I can test a few addresses before sign-off The project is finished when I can verify an address like “user at ” and get an immediate, correct classification as Google Workspace or Outlook. By on outlook or workspace i mean email ! not google drive .. because user can exist on outlook or g...

Senior Automation Engineer Needed – CRE Deal Intake AI Agent (Email → NDA → OM → Drive) We are a commercial real estate investment firm receiving hundreds of broker emails daily with new opportunities. We already have: ✅ Email classification ✅ CRM creation ✅ Email thread summarization ✅ Draft replies ✅ Google Drive → CRM ingestion pipeline What we need built: A deal intake automation agent focused ONLY on handling inbound opportunities. This is NOT a ChatGPT bot. This is a production automation system. ⸻ Core Responsibilities Build an agent that: 1. Gmail Monitoring (3 inboxes) • Watches Gmail via API • Detects deal-related emails • Identifies: • OM attachments • OM links • NDA links • NDA attachments ⸻ ...