Anomaly detection işler
...the project: We are preparing a Turkish-focused large language model and currently hold ~500 GB of raw text. Initial cleaning steps (removing URLs, code, non-text) are done, but we need an experienced Data Engineer to standardize the corpus, perform language detection, deduplication, sensitive-content filtering, and build a reproducible cleaning pipeline ready for pretraining. Responsibilities: Design and implement automated scripts/pipelines to ingest, normalize, and validate mixed-format text data (txt/jsonl). Apply language detection, PII masking, deduplication, whitespace/layout cleanup, and quality filtering (rule-based + optional ML tools). Define quality metrics (token counts, Turkish-language ratio, sampled QC reports) and deliver periodic summaries. Produce the ...
We will make a distance meter using the msp430g2553 card. The project will use a servo motor, HC-SR04 sensor and requires an altium pcb design. I need someone to draw the altium schematic and PCB design.
...bot refinement, including self-play capabilities. Key Requirements: * Deep understanding of Okey 101 rules and strategies. * Expert programming skills (Python strongly preferred for ML/AI). * Extensive experience in AI development, with a focus on game AI and anti-cheat systems. * Deep understanding of game theory, decision-making algorithms (MCTS, Minimax, Reinforcement Learning), and anomaly detection techniques. * Proven experience integrating AI and anti-cheat into online multiplayer games, especially in real-money environments. * Proficiency with Unity, Node.js, Colyseus, and GraphQL. Anti-Cheat System Requirements: The anti-cheat system should focus on detecting collusion, particularly the intentional discarding of tiles to benefit known opponents. Consider t...
...Result (Home - Draw - Away) • Over/Under 2.5 Goals • Over/Under 3.5 Goals • First Half Result (Home - Draw - Away) 3. System Functionality: • Data Refresh: The system should scan and update the odds every 5 seconds for all available football fixtures. • Odds Comparison: The odds from , , and Betfair Exchange should be compared for each match. • Difference Detection: The system should detect and highlight differences based on a percentage difference filter (for example, 5% or 10%). • Customizable Domain Update: • These websites frequently change their domains (e.g., may become or within a few days). • Therefore, the system must include an admin panel where I can manually update the current domain addresses
Akciğer kanser teşhisi yapan 3D CNN yapay zekayı colabda başarılı bir şekilde oluşturmak.
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IOS ve An...ile fotoğraf çekip web servis vasıtası ile yüz tanıma sunucumuza çektiği fotoğrafı göndermek istiyoruz. Sunucu fotoğrafla ilgili tanımlı olup olmadığı husunda fotoğrafın geldiği uygulamaya geri cevap verecektir ve uygulama ekranında gelen cevap görüntülenecektir. projenin özelikle react native ile yazılmasını istiyoruz. işin sonunda tüm kodlar talep edilmektedir. We want to do live face detection on iOS and Andoid phones, take photos with wink and send a photo to our facial recognition server via web service. The server will respond back to the application where the photo came from, and the answer will be displayed on the app screen. We want the regen to be written specifically with react native. At the end of the ...
Yusuf Bey Merhaba, STH lisanslı bir telekom firmasında teknik departman müdürüyüm , şöyle bir sorunumuz var daha önceden çalışmakta olduğumuz aculab prosody s üzerine kurulu voip sisteminden asterisk platformuna taşınmaya çalışıyoruz test amaçlı kurduğumuz server üzerinde denemeler yapıyoruz, şu anda çağrılarımızda bir sorun yok istediğimiz şekilde çalışıyor olmasına rağmen dtmf detection sorunumuz var, ne yaptıysak asteriskin dtmfleri yakalamasını bir türlü başaramadık, bu konuda bize yardımcı olma şansınız var mıdır?Teşekkürler.
English: must use freeglut library. I have a tank made out of quads that strafes. I need help adding a .raw file to 1 four cornered quad, and 3d collision detection for my one tank object. I have to turn this thing in 12 hours
...acceptably on CPU-only hardware for lightweight deployments. I’m comfortable with either PyTorch or TensorFlow/Keras; use the framework you know best. A pre-trained backbone such as ResNet, MobileNet, or Vision Transformer is fine as long as you include the full training pipeline so I can continue to improve the model with fresh data. Deliverables 1. Source code with clear, commented modules for detection, embedding generation, and similarity matching. 2. Pre-trained weights ready for immediate inference. 3. A small demo app or notebook that shows: – live webcam/CCTV inference, – batch search across a folder of photos, and – a simple REST or gRPC endpoint that returns face locations and a similarity score. 4. Written setup guide ...
...breaking news machine. Added validation & verification service:abcd The platform must go beyond hosting and provide an automated "Authenticity Score" for every upload. The system will perform multi-layered analysis to detect fakes, AI generation, and copyright infringements. A. AI & Synthetic Content Detection • Deepfake Analysis: Integration of APIs (e.g., Hive AI, Microsoft Video Authenticator) to detect facial manipulation, lip-sync errors, and synthetic textures. • Generative AI Detection: Detect mathematical "fingerprints" left by models like DALL-E, Midjourney, or Sora. • Liveness Verification: For high-value "intimate" or "leaked" claims, the uploader must pass a "Passive Liveness" check (3-se...
...machine-learning pipelines so the system continuously adapts as new data arrives. Here’s what success looks like to me: • A modular data-collection layer that can stream pcap, NetFlow, or similar log formats into a preprocessing engine. • Feature-engineering and model-training code written in Python (feel free to leverage Pandas, scikit-learn, TensorFlow, PyTorch—whatever best suits the task). • A detection component that scores incoming traffic and raises alerts via a simple REST API or CLI output. • Clear documentation covering setup, retraining, and how new data sources—such as endpoint events or social-media threat chatter—could be plugged in later. Because this is time-sensitive, I’d like a first demonstrable bu...
...re-word any flagged sections to ensure 100% originality. Final Proofreading: Correct any lingering grammar, punctuation, or formatting errors. Requirements: Proven experience in academic editing or as a research assistant. Strong understanding of rhetorical moves and argumentative structure in research. Expertise in [Insert Citation Style, e.g., APA/MLA/Chicago]. Access to reliable plagiarism detection software. If no access, it will temporarily be provided. Terms: This is a work-for-hire arrangement. While your editorial expertise is highly valued, please note that authorship/byline will not be shared. You will be compensated for your professional editing services. To Apply: Please provide a brief summary of your academic editing experience and, if possible, a "before ...
...relevant frame straight into a MySQL database. Each stored image must be linked to the corresponding frame number and any detection metadata so I can later query, filter, and analyse the results. Once the data is stored, I want a lightweight viewer that steps through the saved frames in order, overlaying the detection boxes so I can visually confirm accuracy. OpenCV for frame extraction and display is acceptable; YOLO, TensorFlow, or another modern model is fine so long as the code is clean, well-commented, and easy for me to retrain with additional classes. To keep the hand-off smooth, please include: • A self-contained Python 3 script (or module set) that performs detection, inserts frames into MySQL, and plays them back. • The SQL schema and sample ...
...(Microstructure): Real-time calculation of Weighted Order Book Imbalance (WOBI) every 100ms. • Thread 3 (GEX Engine): Recalculation of Dealer Gamma Exposure (GEX) and Zero-Gamma Level every 60 seconds. • Thread 4 (Execution): Signal validation (Quad-Gate) and Order Management (API calls). 2. The Quad-Gate Signal Logic No order shall be fired unless all four gates return TRUE. Gate 1: Physics (Regime Detection) • Calculation: Total Net Gamma per strike ($OI times text{Gamma} times text{Spot}$). • Logic: * Short Gamma Regime (Spot < Zero-Gamma): Trend-following/Breakout strategies ENABLED. o Long Gamma Regime (Spot > Zero-Gamma): Mean-reversion only. Breakout signals DISABLED (to avoid chop). Gate 2: Truth (Microstructure) • Calculation: $WOBI = ...
...Piping Design Engineer will receive the Civil reference model and AutoCAD PID Design. He/she would setup the model in AutoCAD Plant3D, Create/Apply the correct specs, fully develop the Heating and Cooling system 3D model—complete with fittings, valves, and clearly legible annotations ensuring compliance with relevant regulations and codes —that can export an NWC and stand up to Navisworks clash detection. Qualifications Bachelor's or master's degree in mechanical engineering or related fields Fluent English communication Deliverables • Plant3D project folder with the utility piping 3-D model, fittings, and annotations • Generated isometrics and orthographic sheets for the new utility lines • NWC file for clash review If you have a...
...with live Vinted & Wallapop scraping, MySQL database, Bootstrap dashboard, email alerts, CSV/Excel export, automated deployment scripts, and full documentation. Remaining Work: - Improve VPN stability & Surfshark rotation (fix SSH drops, add failover) - Increase scraping success rate to 70–85% - Enhance HTML parsing & structured data extraction (~90% accuracy target) - Strengthen arbitrage detection via eBay price comparison - Final end-to-end production testing for 24/7 reliability Goal: Deliver a fully hardened, production-ready sports card monitoring bot with stable VPN, accurate parsing, real-time price comparison, and uninterrupted operation....
I’m looking for an experienced Microsoft Copilot / Power Automate to help me build an end-to-end productivity automation system. The objective is to automate customer escalations, MIS reporting, fraud detection, growth analysis, email workflows, and PowerPoint creation using the Microsoft ecosystem + Copilot. ⚠️ Important: This project is time-critical and needs to be completed within this week, as all required data, formats, and inputs are already available. ⸻ Timeline (Critical) • Start: Immediately • Completion: Within 5 days ⸻ Scope of Work 1. Automated Customer Escalation Replies • Auto-reply to customer escalation emails with personalized responses • Replies based on: • Standard predefined issue types • Error screenshots atta...
...or similar—to tighten the pacing, smooth the transitions, balance color and audio, and generally lift the overall quality without losing the authentic, home-movie feel. The source footage runs just under twenty minutes. I’m aiming for a concise final cut that keeps only the best moments while staying true to the narrative flow. You can decide which automated techniques (smart trimming, scene detection, subtle stabilization, quick music bed suggestions) will speed up the workflow, but every creative choice should ultimately feel human and personal. Deliverables • Final edited video in 1080p (or higher if the original allows) in MP4 format • Separate master file or project file so I can revisit the edit later • Brief summary of the AI features or ...
...share product constraints and a small proprietary data set; you will expand it through public sources or augmentation, perform rigorous cross-validation, and refine the model until we consistently exceed 90 % precision and recall on an unseen hold-out set. When you apply, show me past work—links to papers, GitHub repos, Kaggle solutions, or shipped features—demonstrating experience with cry detection, sound-event recognition, emotion analysis, or any other multimodal perception problem. A concise paragraph with links is enough; no full proposal is needed at this stage. Deliverables • Well-documented training pipeline and source code • Trained model file(s) plus lightweight export (ONNX/TFLite) • Inference script or microservice, ready for produc...
...outside the natural distribution—should trigger an “Issues” flag in a separate column. I do not need threshold checks; only statistical outliers matter here. When everything is in place, give me a concise report that highlights every anomaly you discovered. Pair a written explanation with a few simple visuals (embedded Google Sheets charts are fine) so I can grasp patterns at a glance. Deliverables: • A clean, fully populated Google Sheet • Data Validation on every numeric field • “Issues” column automatically flagging outliers • Brief anomaly report containing narrative plus charts If you are familiar with Google Sheets functions such as =IMPORT, conditional formatting, and basic charting, this should be s...
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.
...NOT a general Solana dev role. This is infra / MEV-level engineering. If you haven’t built low-latency, high-throughput Solana systems in production, do not apply. Scope (High-Level) Aggressive transaction fee + execution path optimization Minimize frontend + backend latency Scale RPC throughput 10 rps → 100–250 rps Bulk transaction execution at high frequency Avoid / mitigate Jito Bundler detection Efficient account & sub-account creation at scale Detect → DEX migration and automatically switch execution to: Jupiter (JUP) or equivalent swap aggregator System must remain stable under continuous high load Hard Requirements (No Exceptions) You must have hands-on production experience with most or all of the following: Jito Bundlers (behavior, risks, mi...
I'm seeking an engineer to create an intelligent mouse trap focused on monitoring and alerting. The trap should utilize a motion sensor for mouse detection and an actuator to trigger a trap upon detection. Key Requirements: - Motion sensor for detection - Actuator to trigger trap - Notification system for alerts Ideal Skills and Experience: - Experience with sensors and actuators - Knowledge in IoT and notification systems - Background in hardware development and prototyping Please share your relevant experience and approach.
...that delivers sharp peaks and reliable quantitation for the compounds listed above. • Calibration strategy and reference standards, including expected detection limits for each analyte. • A bill of materials and schematic drawings that I can hand to a machinist or supplier, plus basic control software (open-source platforms such as OpenLab, Chromeleon or similar are fine). • Operating and maintenance procedures so I can keep the system stable once it is assembled. Acceptance criteria 1. Chromatograms must show baseline-resolved peaks for methane, ethane, ethylene and acetylene in a single run. 2. Method must reach sub-ppm detection limits on both detectors using liquid sample injections of ≤1 µL. 3. All documentation—schematics,...
...video-conferencing and voice-calling flows rebuilt so they feel rock-solid and native to Angular rather than an add-on. You will dive into the current codebase (Angular 18, TypeScript) to refactor the signaling layer, configure STUN/TURN properly, and tighten up state management so renegotiations no longer break active sessions. Expect to profile bandwidth, tweak codec preferences, and ensure the change detection cycle is not blocking media threads. Deliverables • Stable one-to-one and group video calls that recover gracefully from network blips • High-clarity voice calls with echo cancellation and automatic gain control verified across major browsers • A reusable Angular service/component set with clear interfaces and unit tests • Updated document...
...including duplicate message detection and rate limiting. • Reconnect Resilience: The device must safely handle MQTT session reconnects and message re-delivery without duplicate execution, ensuring consistent state across network drops. • Transaction Integrity & Persistence: Implementation of idempotent command execution. The execution state must be committed atomically to persistent storage to prevent data corruption during sudden power loss. • Secure OTA: Remote firmware update mechanism with cryptographic verification, rollback safety, and version validation. • Time Synchronization: Reliable time synchronization (NTP or backend sync) to ensure accurate log timestamps and audit trails. • Hardware Reliability: Implementation of bro...
I’m looking for an experienced Microsoft Copilot / Power Automate to help me build an end-to-end productivity automation system. The objective is to automate customer escalations, MIS reporting, fraud detection, growth analysis, email workflows, and PowerPoint creation using the Microsoft ecosystem + Copilot. ⚠️ Important: This project is time-critical and needs to be completed within this week, as all required data, formats, and inputs are already available. ⸻ Timeline (Critical) • Start: Immediately • Completion: Within 5 days ⸻ Scope of Work 1. Automated Customer Escalation Replies • Auto-reply to customer escalation emails with personalized responses • Replies based on: • Standard predefined issue types • Error screenshots atta...
ONLY COLLABORATORS located in Latinoamerica I need a proa...issues before they escalate. • Operations — validating and releasing international transfers, balancing settlement files, and flagging anything that looks off. • Compliance — running OFAC, KYC and AML reviews, documenting findings, and escalating suspicious activity to our compliance lead. You’ll collaborate daily with tech and compliance colleagues, suggest process tweaks, and log every anomaly so we can keep improving. The role is full-time (40 h/week), fully remote, and open only to professionals currently based in Latin America. Our monthly compensation is USD $400, paid on time every month. If you thrive on juggling spreadsheets, helping customers, and safeguarding a fast-growing fint...
...vertical motion (~10 motors total) • NVIDIA Jetson Nano onboard computer • Sensors: RTK-GNSS, LiDAR, IMU-depth cameras, GoPro cameras, encoders, light, and load sensors. Key Tasks: • ROS2 autonomous navigation with sensor fusion • Manual remote-control mode + fully autonomous path-following mode • Multi-motor control integration (drive, steering, conveyor, camera mount) • Machine vision crop row detection • Local + cloud-based structured data logging (camera & sensor data) • Field mapping, plot tracking, safety integration, EU standards Requirements: • Strong ROS2 robotics experience • Jetson Nano / embedded robotics experience • Autonomous navigation + sensor fusion background • Motor control & robotics integrat...
...HTML, CSS, and JavaScript. • Solid grasp of accessibility standards (WCAG 2AAA) and, most importantly, JAWS behaviours. • Ability to expand and optimise detection rules, refine the AI prompt/response cycle, and validate results against real JAWS sessions. • Should match with the manual testing QA report, that was captured when tested with JAWS reader. • No direct plug-in to Storyline is required; the tool should remain a standalone analyser that ingests a published ZIP or hosted URL. • Clean, well-documented code and a concise user guide so our in-house QA team can maintain and extend it. Deliverables 1. Completed detection engine covering the full range of JAWS-related accessibility issues found in Storyline output. 2. AI-generated ...
...account required) Schedule or instant post Attach caption + hashtags YouTube Shorts Posting Use YouTube Data API Auto-upload as “Short” Add title + description + tags Option to schedule STEP 5: Tracking + Logging Automatically update Google Sheet with: Date Platform Video Name Caption Status URL Status: Draft Posted Failed Scheduled OPTIONAL ADVANCED FEATURES (PHASE 2) AI hook detection (identify best 30–60 sec clip automatically) Multi-clip extraction from one long video Auto thumbnail generation Performance analytics sync (views, likes, engagement) Repurpose into: LinkedIn short video Pinterest Idea Pin Facebook Reels TECH STACK PREFERENCE Freelancer should propose architecture. Possible Stack: / n8n Google Drive API OpenAI API ...
...isolators where required • ADC noise mitigation strategies • Shielding recommendations Isolation architecture design is part of this job. Communication Requirements Preferred options: • (Modbus RTU or custom protocol) OR • I2C with digital isolators OR • CAN Bus (if justified) Freelancer must: • Recommend best communication protocol • Implement reliable packet structure • Implement CRC/error detection • Provide timeout and fault recovery logic System must be robust in noisy environments. Deliverables 1. Firmware for: o UI Arduino o Motor Arduino o pH Arduino o Temperature Arduino o Master Arduino 2. Communication protocol documentation 3. Commented, modular Arduino code 4. PCBs in KiCAD (all Arduino boards should be like shields) Re...
...on the same LAN or to work remotely (VPN access). Nothing is in place yet, so the full security stack must be designed and deployed from scratch. Scope of work • Build and test a site-to-site VPN between the two UDM Pros for seamless remote access. • Create granular firewall rules that allow only the traffic we specify while blocking everything else. • Enable and tune UniFi’s intrusion-detection/prevention features to catch unwanted activity without flooding us with false alarms. • Document every setting—screenshots or exported configs—so I can replicate or restore the setup if needed. • Walk me through the finished configuration in a short call or screen-share, explaining how to add new devices or change rules safely. Succes...
I need a small application that, once given a set of latitude-longitude boundaries for a desert sector, we can use older maps for any available dates with high resolution. stores it locally, and then runs an object-detection model that flags cars and trucks only. The moment a vehicle silhouette is spotted, the program must return its exact coordinates so rescuers can be dispatched quickly. I’m flexible about the imagery source—NASA, ESA, Google Earth, or any other free feed is fine as long as it delivers cloud-free, high-resolution scenes. You can use the tool to capture screenshots by moving in circles around the selected location. The detector has to work at desert scale, so please build it with an established computer-vision framework (e.g., TensorFlow, PyTorch, YO...
...recognised academic standard regulations (APA, OSCOLA or another scholarly format—maintain my existing citation style, just rephrase surrounding text). Who will succeed Someone with a legal background who understands how to re-express statutory references, case law and doctrinal analysis without diluting meaning. Please confirm your legal expertise and your access to reliable plagiarism-detection tools in your bid; I will ask for a screenshot of the final originality report before releasing payment. Deliverable A cleaned Word document returned within 24 hours of acceptance, together with the originality report showing 0 % similarity. The budget is fixed at 500 INR; bids above that figure will be ignored....
...Key Requirements Develop a Python script that: Extracts preview segments from uploaded video files Processes VR left-right videos and outputs previews using only one side of the video Selects preview segments using the following logic: Limited segments from the first 50% of the video (build-up content) Majority of segments from the final 50% of the video (main action content) Transition Detection & Removal Identify timestamps where video transitions occur Prevent transition frames from appearing in preview segments ffmpeg or similar tools can be used if suitable Output Requirements Combine selected segments into a single preview file OR output separate segments (to be discussed) Maintain high video quality Ensure efficient processing for multiple videos Technic...
I’m building a video-surveillance module and need a Convolutional Neural Network that can spot humans, vehicles, and animals the instant...the framework you prefer—YOLOv8, Faster R-CNN, or a custom TensorFlow / PyTorch implementation—as long as the final package runs headless in Linux and can be containerised (Docker) for deployment. Please include: • A fully trained model with reproducible training pipeline • Real-time inference script that ingests RTSP feeds and exposes JSON alerts • Simple unit test clips proving correct detection and trigger behaviour • Setup guide for installing dependencies on Jetson and generic GPU servers If you’ve previously tuned CNNs for mixed-environment surveillance and can demonstrate low-latency p...
...flexible enough to take on any other repetitive duties people throw at it—from finance spreadsheets to social-media scheduling and marketing reports. The core objective is automation: once the software is installed, users should be able to hand off a job and trust the AI to carry it through without constant oversight. Where water is concerned, I’m less interested in a single specialty like leak detection or usage monitoring and more in building a solid AI that simply gets the work done, whatever that work happens to be. To prove the concept, you can start with a small demonstrator focused on a common water task of your choice, then show how the same framework plugs into non-water scenarios (e.g., quick-books-style finance reconciliation or auto-posting campaign conte...
...standards for QA/QC (Quality Assurance/Quality Control). Answers to Skill Questions: You must answer the 3 questions below * Architecture Challenge Provide a step-by-step outline of the technical architecture for an AI-driven reply system operating across email and WhatsApp, including: + Messaging provider(s) + Automation/orchestration layer + AI model integration approach + How intent detection routes prospects into drip paths + Data storage method + Failover / redundancy approach + Generic or AI-generated answers will be rejected. 2. Real Implementation Proof Describe one live automation project your team personally deployed: + Client industry Core problem Tools and languages used Timeline One unexpected obstacle — and exactly how it was solved What you would...
Freelancer Job Post – Algorithmic Trading Developer (SGTF, IBKR, Cloud‑Hosted) Project: Looking for an experienced algorithmic trading developer to bu...Architecture: • Custom UI / standalone application with: • Real‑time dashboard (signals, positions, PnL) • Controls for universe, timeframes, and risk parameters • Restart‑safe design with no manual 2FA interruptions • Must run 24/7 autonomously on a cloud server (AWS, Azure, Hetzner, etc.) • Automatic recovery from server restarts or IBKR disconnects Optional: • AI/ML for optimisation, regime detection, or signal validation • Backtesting environment Deliverables: • Fully functioning SGTF‑based autonomous trading system • Cloud‑ready deployment • Documentation a...
...recognised academic standard regulations (APA, OSCOLA or another scholarly format—maintain my existing citation style, just rephrase surrounding text). Who will succeed Someone with a legal background who understands how to re-express statutory references, case law and doctrinal analysis without diluting meaning. Please confirm your legal expertise and your access to reliable plagiarism-detection tools in your bid; I will ask for a screenshot of the final originality report before releasing payment. Deliverable A cleaned Word document returned within 24 hours of acceptance, together with the originality report showing 0 % similarity. The budget is fixed at 500 INR; bids above that figure will be ignored....
Job Description We are looking for an experienced game development freelancer or studio to design and develop a set of simple, popular multiplayer casual games. Deliverable For each game, we expect: • Fully functional multiplayer game • Source code with clear stru...support (Unity preferred) • Real-time matchmaking and multiplayer sync • Capable of rejoining on disconnection • Session management and leader boards sync. • Encrypted data movement across network channel • Configurable encryption and decryption keys for data movement • API integration (auth, score submit, game events etc.) • Configurable API endpoints (platform-agnostic design) • Bot detection and spoofing detection and handling. • Clean, reusable, well-docu...
...assets and demand drivers - Provide macro context Mandatory data inputs: Internal databases and Excel Dropbox Web scraping Open to Claude, OpenAI, or alternatives. Need guidance on best mix of accuracy, cost, and scalability. Human review is acceptable. DELIVERABLES Simple, practical architecture Pipelines from databases, Dropbox, web Structured outputs AI for summaries, comparisons, anomaly detection Automated reports or presentations Cloud or container deployment Documentation Clear rules for human verification Priority: speed, usability, durability. ENGAGEMENT MODEL – READ BEFORE BIDDING We are hiring for hourly consulting and tutoring. This is NOT full time. Expect 3 to 10 hours per week. - You must work with us live on video calls and teach us...
...assets and demand drivers - Provide macro context Mandatory data inputs: Internal databases and Excel Dropbox Web scraping Open to Claude, OpenAI, or alternatives. Need guidance on best mix of accuracy, cost, and scalability. Human review is acceptable. DELIVERABLES Simple, practical architecture Pipelines from databases, Dropbox, web Structured outputs AI for summaries, comparisons, anomaly detection Automated reports or presentations Cloud or container deployment Documentation Clear rules for human verification Priority: speed, usability, durability. ENGAGEMENT MODEL – READ BEFORE BIDDING We are hiring for hourly consulting and tutoring. This is NOT full time. Expect 3 to 10 hours per week. - You must work with us live on video calls and teach us...
I have already completed the full implementation of my anomaly-detection model for network traffic and gathered all experimental results; what I still need is a polished, publication-ready research paper that turns this technical work into a clear, compelling narrative. The target length is 15–20 pages, formatted according to the IEEE citation style. Because I have not locked down a specific outline, I’d like you to recommend the ideal academic structure—something along the lines of abstract, introduction, related work, methodology, results, discussion, and conclusion—and then flesh it out after we agree. I will supply you with the code, datasets, graphs, and raw result tables so you can focus on literature integration, critical analysis, and crisp tec...
Computer Vision Prototype Needed — Head Tracking & Auto Zoom (R&D Phase) I’m building a product and am currently in the early R&D phase before final hardware and SDK delivery. We are looking for an experienced computer vision / mobile vision developer to help us prototype and validate: Core Features • Real-time head/face detection • Automatic head tracking (keeping the head centered) • Auto zoom / smart cropping (keeping head size consistent) • Smooth motion and transition logic At this stage, we do not yet have final hardware or SDK access, so we are asking the freelancer to: Phase 1 – Prototype (on your own hardware) • Build a working demo using your own Android device / webcam / test camera • Use open-source tools (...
...Confirm database consistency Verify dashboard, alerts, and exports work flawlessly Ensure continuous unattended operation Access You’ll Receive: Full codebase (90+ well-documented PHP files) Live scrapers & client-ready dashboard UI Optimized MySQL schema Deployment scripts DigitalOcean server access, domain & SSL Surfshark VPN subscription Business logic including automatic profit detection, price comparison, and ROI analysis Final Deliverable: A fully production-ready sports card monitoring bot with: Stable VPN rotation Reliable live data scraping Accurate card parsing Real-time price comparison 24/7 uninterrupted operation Note: The system is already 95% complete. This project is focused on hardening, optimization, and reliability, not building f...
We are a specialized engineering design firm delivering high-quality CAD, BIM, and visualization solutions for industrial and commercial projects worldwide. With strong hands-on expertise in AutoCAD, Revit, and AutoC...of our outputs into real-world construction, fabrication, and coordination workflows. Core Expertise: - • AutoCAD 2D & 3D Drafting • Revit Architecture, MEP & Electrical Modelling • AutoCAD Plant 3D (Piping Design, Isometrics, PCF, Title Blocks) • Piping Isometric Drawings & Custom Symbol & Style Management • Electrical Layouts, Panel Schedules & Load Calculations • BIM Coordination & Clash Detection (Navisworks) • Lighting Design & Calculations (DIALux) • High-Quality 3D Visualization & Walkthro...
...assets and demand drivers - Provide macro context Mandatory data inputs: Internal databases and Excel Dropbox Web scraping Open to Claude, OpenAI, or alternatives. Need guidance on best mix of accuracy, cost, and scalability. Human review is acceptable. DELIVERABLES Simple, practical architecture Pipelines from databases, Dropbox, web Structured outputs AI for summaries, comparisons, anomaly detection Automated reports or presentations Cloud or container deployment Documentation Clear rules for human verification Priority: speed, usability, durability. ENGAGEMENT MODEL – READ BEFORE BIDDING We are hiring for hourly consulting and tutoring. This is NOT full time. Expect 3 to 10 hours per week. - You must work with us live on video calls and teach us...
