Anomaly detection jobs

...and then instantly assign race positions. Every cart stays in its own lane, so lane-switching logic is unnecessary; the job is all about reliable object detection, crisp line-cross logic, and live ranking. Model & detection I’m flexible on the YOLO version—v3, v4, v5, or whichever you feel delivers the best speed-to-accuracy mix on HD footage & it needs to be used for youtube live. What matters is that the trained model consistently labels two classes per horse: Nose and Leg. Those detections feed a simple, lane-aware crossing algorithm that timestamps the first pixel intersection with the finish-line ROI. Finish-line setup The detection zone will be a static, calibrated strip across the track. Once positioned, it remains fixed for the whol...

...Required – Overseas M&A for Corporate Development I'm looking for an experienced legal researcher/academic to write a research paper on: Topic: Overseas Mergers & Acquisitions for Corporate Development Requirements: • Word limit: Under 3,000 words • Tone: Analytical, NOT descriptive — I want arguments, critiques, and insights, not a textbook summary • AI usage: Negligible. I will run AI detection checks. Please do not apply if you intend to use AI tools heavily • Quality: Publication-grade — this is being submitted to a top-tier law journal/firm publication • Citations: Proper legal citation format (preferably Bluebook/OSCOLA) Please apply ONLY if: You have prior experience writing legal research papers You have been ...

I need a small Pine Script add-on (or even Java script) that looks at and recognize the text printed on the PREVIOUS candle of any TradingView chart, checks whether it contains the keywords “Buy” or “Sell”, and—if it does—immediately fires a webhook alert. Scope • Keyword detection only; no pattern recognition or number extraction involved. • Target words: “Buy” and “Sell”. The alert should trigger whenever either word is found, nothing else. • The scan must reference the candle that has just closed, so the alert goes out in real time for the next bar. • Webhook payload and URL should be easy for me to edit in the script parameters. Deliverable A single, commented Pine Script file that I can ...

I'm seeking a skilled data analyst for forensic accounting. The goal is to uncover financial trails and identify missing accounts or documents, with a focus on fraud detection. You will analyze multiple data sources: - Bank account statements - Credit card statements - Transaction logs - QuickBooks audit logs Key Requirements: - Expertise in fraud detection - Experience with financial data analysis - Proficiency in creating comprehensive reports in various formats (PDF, Excel, Dashboards) Ideal Skills and Experience: - Background in forensic accounting or financial analysis - Strong analytical and problem-solving skills - Attention to detail and accuracy

We're looking for a roofing...vertical cladding interfaces • Parametric Revit families and sheets ready for issue • Assistance preparing product-specific submittals (cut-sheets, data sheets, and installation notes) • Ongoing design coordination with our architect and structural engineer to resolve clashes and refine thermal and moisture performance Acceptance is straightforward: the Revit model should pass a clash-detection run with zero hard clashes, every detail must carry keynotes that match our spec, and sheet sets must publish cleanly to both PDF and DWG. If you are comfortable driving Revit at a high level and can turn around crisp, buildable details in metal, composite, and bituminous systems, let’s get underway—our construction documen...

...marketing * SMS marketing * Banner management ⸻ 14. Search & Filters * Smart product search * Auto suggestions * Brand filters * Price filters * Condition filters * Storage/RAM filters ⸻ 15. Analytics & Reports * Sales reports * Profit reports * Inventory reports * Buyback reports * Refund reports * Customer analytics ⸻ 16. Security Features * SSL security * Admin activity logs * Fraud detection * Secure payment encryption * Login verification * Spam protection ⸻ ⸻ 18. Essential Website Pages * Home * Product listing * Product details * Cart * Checkout * Buyback flow * About Us * Contact Us * Privacy Policy * Terms & Conditions * Return Policy * Warranty Policy * FAQ ⸻ 19. Most Important Advanced Features * AI pricing engine * Dynamic resale pricing *...

Hello, I am looking for an experienced Android developer with strong skills in real-time AI and computer vision to build a mobile visual analysis and object-tracking prototype for FPS-style environments. Project Requirements Real-time object/player detection using YOLO (v8 or v10 preferred) Visual overlay system displaying bounding boxes and tracking information Smooth real-time inference with low latency Support for multiple configurable environments via external config files Android overlay UI with stable performance Compatibility with modern Android devices Clean and optimized architecture Optional: Audio event visualization or directional indicator system Required Skills Strong experience deploying YOLO models on Android (NCNN, TFLite, TensorRT, etc.) Android screen capture ...

...to improve search visibility without sacrificing readability. • Including data points, case references, or industry insights that build trust with corporate buyers. • Delivering a concise meta title, meta description, and three social snippets for every post so we can promote content the moment it is approved. Acceptance criteria • Passed originality check (100 % human-written, no AI detection flags) • Reflects brand voice found on but offers fresh perspective • Optimised for lead generation with persuasive CTAs and internal links • Delivered in editable Google Docs format, ready for publication If you have a track record of blogging that converts readers into customers, share two B2B samples and briefly outline how you’ll se...

I need help proving a photo of my car was manipulated. The image is in JPEG format, and I suspect objects have been added or removed. Requirements: - Analyze the provided JPEG photo for signs of manipulation - Expert understanding of photo forensics - Provide a detailed report on findings Ideal Skills and Experience: - Proficiency in photo editing software - Experience in digital forensics - Strong analytical skills Please provide examples of similar work done.

...constraints, relational logic, and validation layers before being accepted into a persistent knowledge structure. This is NOT a request to build a full enterprise AI platform. The current objective is to create an MVP/prototype that demonstrates the architecture and validates core concepts. Key prototype goals: LLM-generated output workflows Structured validation pipelines Contradiction detection Confidence filtering Knowledge graph integration Reasoning integrity checks Simple dashboard or visual workflow demonstration Preferred experience: Python OpenAI and/or Anthropic APIs LangChain Neo4j or graph databases AI agents RAG systems Backend AI workflow architecture I am looking for a practical engineer who can: simplify architecture intelligently recommend eff...

I’m building a smart monitoring solution around ultrasonic flow sensors installed in pressurised water pipes. The software has to do three things at once: recognise leaks the moment they start, forecast failures before they happen, and turn raw readings into clear, actionable analytics. The data stream comes directly from ultrasonic sensors pushing wave-form and flow information. I’m flexible on whether your model runs on the edge (microcontroller, Raspberry Pi, gateway) or in the cloud, provided total latency stays under a few seconds. Language-wise, Python or C++ makes the most sense to integrate with TensorFlow Lite, PyTorch, or a comparable framework, and the service should talk to our existing SCADA stack via MQTT or HTTP. Because our field laptops and servers are a mix, ...

...Organizations, SCPs, SSO, Security Controls • Experience with WAF, Shield, IDS/IPS, EDR, DLP • Incident Response & Vulnerability Management Nice to Have • AWS Certified Security Specialty • Experience with MSSP/vendor management • Digital forensics & threat detection • Knowledge of SAML, OAuth, TLS/SSL • Experience in enterprise/cloud security architecture Responsibilities • Deploy and maintain AWS/on-prem security tools • Configure CloudTrail, GuardDuty, WAF, IAM & monitoring systems • Investigate security incidents and manage threat detection • Implement automation for monitoring and reporting • Work closely with CISO and security teams on risk reduction strategies Ideal Candidate • Stro...

I need a web-based solution that lets farmers upload a clear photo of a leaf or crop (JPEG or PNG only). As soon as the image lands on the server, an AI model should analyse it and immediately show, on the same page, the disease name, a short description, likely causes, treatment methods, prevention tips, suggested fertilisers or pesticides, and any extra crop-care recommendations. The whole idea is to help users decide what to do in the field without waiting for an agronomist. A robust convolutional-network or comparable vision model is fine, as long as it reaches reliable accuracy on common regional crops. Training can be done with open datasets or a curated set I will supply once development starts. The interface must be clean, mobile-friendly, and fast enough to work over rural intern...

...detail—think LOD-400—with every structural and embedded component ready for coordination and fabrication. What the model must show • Supports and anchors: base plates, anchor bolts, grout pads, embedded plates and sleeves. • Canalizaciones y drenajes: cable trenches, drain channels, sumps and any associated pipe sleeves. Any other accessory that ties into these systems should be modeled so clash‐detection runs cleanly. Standards & templates All geometry, families, naming conventions and shared parameters must align with our internal company requirements. I will supply the latest template, object styles and a brief BIM Execution Guide; follow them precisely so the file drops straight into our master project. Deliverables 1. Native Revit (.rvt) ...

...internal IoT/biometric devices to the WAN. Re-route this traffic over existing internal Site-to-Site VPNs. Public Services Hardening: Harden essential public-facing VIPs (e.g., Mobile App APIs, Inbound Mail) by enforcing explicit port-forwarding, applying aggressive IPS profiles, and configuring Geo-IP fencing. DDoS Mitigation: Leverage the NP7 hardware processors to implement baseline IPv4 DoS Anomaly policies in Monitor/Log-Only mode to establish a traffic baseline. Phase 2: Branch Site-to-Site VPN Hardening Current State: 6 branch locations (using dynamic IPs) are connected via IKEv1 IPsec tunnels using Aggressive Mode and deprecated SHA-1 hashing. Remediation: Upgrade all 6 Phase 1/Phase 2 configurations to IKEv2 to natively support dynamic peers without exposing the PSK...

I need a clean, modern certificate layout that will be awarded to participants when they complete either Bronze, Silver or Gold Course. The design must comfortably accommodate our organisation’s logo and leave a clearly defined space for an authorised signature. Please set the overall tone to feel contemporary rather than ornate or traditional, yet still formal enough to be presented in academic or professional settings. Think generous white space, balanced typography and a confident colour palette that works with a full-colour logo as well as in black-and-white printing. Deliverables • Print-ready PDF (A4 or US Letter—let me know your default and I will confirm the final size) • Editable source file (AI, PSD or InDesign—whichever you build in) Acce...

...code injected into * White screen / file manipulation occurred * Possible backdoor / persistence suspicion exists Expertise required: * PHP Security * CodeIgniter Security * Linux Server Security * Malware Cleanup * Log Analysis * Apache / Nginx * Cloudflare WAF * File Permission Hardening * Upload Security * Server Hardening Actions to be performed: * Full malware cleanup * Backdoor detection * Vulnerability analysis * Upload and admin panel security check * Log analysis * Cloudflare security installation * System hardening * Re-establishing a system to prevent future attacks IMPORTANT: Only those with experience in cleaning up previously hacked PHP / CodeIgniter systems should apply....

...that appears in the group (or is sent to an associated Viber bot; I want both entry points covered), decide whether the text is truly a classified ad, and—only if it includes a phone number—extract the key data, file it under the correct category, and push it to my site where I can approve it before it goes live. Language handling is critical: ads may arrive in Tamil, French or English, so the detection and field-extraction logic has to work seamlessly across all three. For every genuine ad the app should pull out the title, full description, phone number, location, price and any attached images, check for duplicates, then post through my site’s API. Anything that is missing a phone number or is obviously not an ad must be ignored. I would like: • A ligh...

...classification matching a ML classifier model (scikit-learn) with a weighted keyword registry. Smart disambiguation rules to separate invoices from utility bills (electricity, gas, water, internet, phone, credit cards, insurance). 4. Anti-Hallucination Validation Engine Strict data validation against patterns (e.g., GSTIN, PAN numbers, dates, amounts) defined by regex and business logic rules. An anomaly detection framework analyzing empty fields, repeated characters, spacing anomalies, and confidence levels to trigger human-in-the-loop review alerts. 5. Secure Output & Reporting Vault Automated document segregation into type-specific output directories. Generates comprehensive, formatted Excel reports and CSV files, automatically encrypted using AES-256 for maximum se...

I'm seeking a skilled data analyst for forensic accounting. The goal is to uncover financial trails and identify missing accounts or documents, with a focus on fraud detection. You will analyze multiple data sources: - Bank account statements - Credit card statements - Transaction logs - QuickBooks audit logs Key Requirements: - Expertise in fraud detection - Experience with financial data analysis - Proficiency in creating comprehensive reports in various formats (PDF, Excel, Dashboards) Ideal Skills and Experience: - Background in forensic accounting or financial analysis - Strong analytical and problem-solving skills - Attention to detail and accuracy

I'm seeking a skilled data analyst for forensic accounting. The goal is to uncover financial trails and identify missing accounts or documents, with a focus on fraud detection. You will analyze multiple data sources: - Bank account statements - Credit card statements - Transaction logs - QuickBooks audit logs Key Requirements: - Expertise in fraud detection - Experience with financial data analysis - Proficiency in creating comprehensive reports in various formats (PDF, Excel, Dashboards) Ideal Skills and Experience: - Background in forensic accounting or financial analysis - Strong analytical and problem-solving skills - Attention to detail and accuracy

I am starting an MPhiL in Computer Science and must build a full design-science dissertation in cybersecurity. The core focus is cyber threat detection, drilled down to intrusion detection systems, and the work has to rely on a solid quantitative analysis plan. Here is what I need straight away: •A good, concise, and publishable sample topic that clearly reflects a design-science contribution to intrusion detection (for example, “A Machine-Learning–Enhanced, Self-Adapting Network Intrusion Detection Artifact: Quantitative Evaluation on Real-World Traffic”). • A 4-5 page concept paper that my graduate committee can review. It should cover: problem statement, objectives, research questions or hypotheses, expected design artifact, qua...

... data-driven picture of how land use patterns emerge across the study area. The core objective is to identify spatial relationships rather than predict future change, so the work will centre on exploratory spatial analysis and compelling map visualisation. Here is what I expect: • Clean, well-documented GIS processing of the raw geographic data I provide (Shapefile or GeoJSON). • Pattern-detection techniques applied—hot-spot analysis, kernel density, or other methods you find appropriate—so the resulting outputs highlight significant clusters and gaps in land use. • A polished map series (static PNG/PDF and an optional interactive web map if feasible) that communicates the findings to a non-technical audience at a glance. • A concise method...

Freelance Project Proposal: On-Demand E-Waste & Scrap Collect...Cross-platform mobile (React Native / Flutter) OR a highly responsive, mobile-first Web App (HTML/CSS/JS or React) that can be wrapped into an Android WebView APK. • Backend: Node.js with Express.js. • Database: MongoDB (Atlas). • Authentication: OTP-based mobile authentication gateway. Out of Scope (Phase 2 Features) Note: Do not include the following features in your current quote: • AI-based scrap detection via image uploads. • Live commodity market rate API integration. Submission Requirements Please reply with: 1. Your estimated fixed-price budget for this build. 2. Your estimated timeline to deliver a working APK/link. 3. Examples of any multi-role marketplace apps or localized platfor...

I'm seeking a computer vision expert to develop an object detection system specifically for vehicles. This system will be deployed on traffic cameras. Key requirements: - Detect various types of vehicles in real-time - Ensure high accuracy and reliability - Work in various weather and lighting conditions - Provide a user-friendly interface for monitoring Ideal Skills and Experience: - Proficiency in computer vision frameworks (e.g., OpenCV, TensorFlow) - Experience with real-time object detection algorithms (e.g., YOLO, SSD) - Strong background in machine learning and image processing - Ability to optimize models for edge devices Need to work on site at Gwalior, India for 1-2 weeks.

...wrote it. My journal will only accept work that scores below 5 % on the common AI-detection tools, so I need every section of the essay rewritten in a natural, human voice while preserving all technical meaning, data and citations. The task • Work directly in the existing Word file and rephrase the entire essay so that any AI-generated signature drops under the 5 % threshold. • Keep the structure, headings, tables and reference list intact; only the narrative text should be transformed. • Medical terminology, study methodology and statistical results must remain exact — accuracy is non-negotiable. Acceptance criteria 1. Final Word document sent back in the original layout. 2. Independent AI-detection scan (I will run it) returns < 5 %....

I have a 2,000-word original-research manuscript in the clinical-studies domain that currently shows an AI detection score of about 36 %. I need that score brought below 5 % without altering the scientific accuracy, data interpretation, or formal academic tone expected for a medical science submission. You will receive the full document so you can see exactly where redundant phrasing, jargon overload, or overly complex sentence structures may be flagging the checker. The goal is a careful rewrite—more than simple paraphrasing—so the text reads naturally, retains all methodological and statistical detail, and passes standard AI-content detectors. Deliverables • Fully revised manuscript (Word format) with the AI score demonstrably under 5 % • A version wi...

...engagement: • You design and build a repeatable pipeline—Python, Go, or a low-latency ETL tool of your choice is fine—capable of extracting historical traces from Splunk, transforming them to a Datadog-ready schema (OpenTelemetry or Datadog APM format), and then importing them through the Datadog API. • Artificial-intelligence assistance is expected. I’m interested in practical AI touches such as anomaly detection on sample data to validate completeness, or an LLM-backed mapping assistant that flags ambiguous service names. Feel free to propose creative approaches, but keep the outcome measurable and auditable. • Final delivery includes a runnable script or container, minimal configuration docs, and a verification report that proves trac...

I’m enhancing an existing Python code-base and need a clean, production-ready integration of two AI components. 1. Natural Language Processing The project already ingests messages from a REST endpoint; I now want those texts passed through an NLP pipeline for entity extraction and intent detection. You’re free to choose spaCy, Hugging Face Transformers or a comparable library as long as the final function returns structured JSON with the extracted entities and confidence scores. 2. Object Detection on Images Alongside the text stream, the app receives still-image snapshots that must be analysed for specific objects in real time. A YOLO-v8 or Faster-RCNN model loaded with Torch or TensorFlow is fine, provided inference stays under 150 ms per frame on a mid-ra...

...still feels colourful and vibrant. Think clean typography, intuitive navigation and a palette that brings life without overwhelming corporate users. Feature upgrades • Location-based login so employees can only clock in from approved sites. • Flexible approval hierarchies that allow multi-level sign-offs and dynamic routing. • AI-driven insights (for example, predictive leave trends or anomaly detection) to surface actionable data for HR managers. Deployment Once the redesign and new modules are integrated, I’ll need the solution compiled, tested and deployed to production for both the web app and the iOS/Android builds. Straightforward CI/CD pipelines (GitHub Actions, Bitbucket or similar) are preferred so future updates stay painless. Acce...

...DOCX manuscript that Turnitin currently tags with an AI-generated percentage. I need the wording refined so the content reads unmistakably human while every idea, citation, and section order stays intact. Your task is to work directly in the original .docx, rephrasing sentences, adjusting structure, and adding natural stylistic variation until a fresh submission to Turnitin returns 0 % AI detection (or as close to undetectable as the tool allows). Please keep technical accuracy, academic tone, and all references exactly where they belong; only the phrasing should change. Deliverables • Updated .docx with human-sounding language • A brief change log highlighting any substantive alterations (so I can follow along) • Confirmation screenshot of the new Turnit...

My goal is to complete a thorough security assessment of our CCTV set-up, concentrating on theft prevention within employee-only areas. The job involves an on-site (or detailed remote, if feasible) survey of all existing cameras, blind-spot detection, and practical recommendations on how to optimise coverage without disrupting daily operations. To make the outcome immediately actionable, I need: • A concise report that highlights strengths, weaknesses, and any critical gaps in current coverage. • A floor-plan or marked layout showing ideal camera locations, cable routes, and angle suggestions for the employee zones. • A prioritised list of hardware or positioning changes, including model or lens recommendations where relevant. All findings should be evidence-ba...

...reports 1. Admin Dashboard Web dashboard. Dashboard Features Farmer Analytics Active farmers Crop-wise farmers Village mapping Disease Heatmap Track: Thrips outbreaks Wilt spread Oil spot regions Sales Dashboard Track: Product sales Top-selling products Seasonal demand Executive Monitoring Track: Visits completed Farmer feedback Response time 2. Advanced Features (Future) AI Disease Detection Farmer uploads image → AI predicts disease. Satellite Crop Monitoring Monitor: Crop stress Water stress Vegetation health Drone Services Farmers can: Book drone spraying Survey fields Crop Insurance Integration - can tieup with some insurance company Help farmers: Apply insurance Claim damage Upload proof 3. Language Strategy VERY IMPORTANT. Default Language ...

...(stealth headless settings, adaptive delays, etc.), but proxy rotation is the non-negotiable starting point. When a listing does not mention the company’s website, the scraper should still track it down—whether through an extra search pass or by parsing the apply URL—so every record ends with an accurate domain. Deliverables • Fully functional scraper with hourly auto-refresh • Duplicate-detection logic and company-domain lookup • Database integration script (PostgreSQL or MongoDB) • Configuration for proxy rotation and other anti-blocking measures • Clear, step-by-step deployment guide with environment requirements In your proposal, show me similar scraping projects you have tackled, outline your preferred tech stack, describ...

...We are seeking experienced Audio Engineers and Audio Quality Specialists to participate in advanced AI audio evaluation and quality assurance projects. This remote opportunity involves reviewing, analyzing, and improving audio data used to train and evaluate next-generation artificial intelligence systems. Successful candidates will work on tasks involving audio quality assessment, artifact detection, audio restoration evaluation, data annotation, and quality control. If you have a strong ear for audio quality, experience with professional audio tools, and a passion for precision, we encourage you to apply. Compensation $25–$50 USD per hour Fully remote Flexible schedule Project-based work Global applicants welcome Opportunity for ongoing assignments Work with cutting-...

...Serialization: Structure and store the parsed Extended Data Records (XDRs) into a high-capacity time-series database (ClickHouse or Apache Iceberg) optimized for deep analytics. 3. AI/ML Pipeline Integration (AIOps Ready) Feature Store Architecture: Expose low-latency streaming endpoints (via Kafka/gRPC) formatting raw network metrics into structured data streams for downstream AI/ML anomaly detection models. In-Stream Anomaly Logic: Implement basic stream-processing rules (using Apache Flink or ksqlDB) to flag instant micro-bursts and latency spikes before they hit user-facing layers. 4. Visualizations & Business Intelligence Executive & Ops Dashboards: Build Grafana or OpenSearch dashboards translating technical parameters (p99 HTTP/2 SBA latencies, GTP ...

...now need it converted into an accurate, well-organized BIM model. The project features a simple small-scale site intended mainly for academic/study purposes, but it includes an organic steel structure with curved geometry and tensile roof elements, so experience with scan-to-BIM and freeform modeling is highly important. The scope is strictly focused on 3D BIM modeling at this stage — no clash detection or quantity take-offs are required. You may work in Revit, Rhino + Grasshopper, Archicad, BlenderBIM, or any industry-standard BIM workflow, provided the final files remain fully editable and properly organized. Accuracy is critical; the BIM model must closely follow the source point cloud/mesh geometry and maintain correct dimensions and proportions throughout the project....

I have a complete set of architectural and structural drawings in digital format and now need them translated into an accurate, well-organized BIM model. The scope is strictly 3D modeling—no clash detection or quantity take-offs at this stage—so your focus will be on turning my plans into a clean, navigable model that can serve as the foundation for later project phases. You may work in Revit, Archicad, or another industry-standard BIM platform, provided the final files are fully editable. Precision is more important than speed; I’ll be checking that every dimension in the model matches the source drawings. Deliverables I expect: • The native BIM file (e.g., .rvt, .pln, or similar) with proper layer, family, and level organization • An IFC or NWC expo...

...prototype for my patented idea that prevents unauthorized parking in handicapped spots. Key features of the prototype should include: - Alert System: Notifies authorities or property owners when unauthorized parking is detected. - Smart Detection: Utilizes fingerprint scanning and facial recognition to identify unauthorized vehicles. Must detect when a car pulls into the spot. - 360 Video System: Provides a comprehensive view of the parking area, enhancing security and monitoring. Ideal Skills and Experience: - Experience with security systems and smart detection technology. - Proficiency in video system integration. - Background in developing physical prototypes, especially for security or monitoring devices. - Knowledge of biometric systems, specifically fingerprint sc...

I’m building and need an AI expert to create an autonomous agent whose core talent is reading a user’s “vibe level.” In other words, the model should ingest short text (think chats, comments or posts) and instantly return a numerical or categorical score that capt...code for the inference microservice 3. Quick-start README plus a short Loom walk-through showing the agent in action Acceptance criteria • ≥ 90 % accuracy against an agreed-upon test set of labelled vibe levels • Average latency < 700 ms per request on standard cloud hardware • Easy to deploy to Docker/Kubernetes or a basic VPS If you have prior work in sentiment analysis, emotion detection or conversational AI agents, I’d love to see it. Let’s make ...

...becomes out-of-sync * Replay-loop issue: "Pipeline busy → buffering utterance for replay" We need proper: * Cancel-and-restart architecture * Real-time interruption handling * Audio buffer flushing * Immediate TTS stop on user speech --- ## 3. Real-Time Streaming Pipeline Optimization Need improvements in: * Streaming STT * Streaming LLM responses * Streaming TTS audio * Turn detection * Voice Activity Detection (VAD) * Concurrent session handling * SIP audio streaming * Memory cleanup * Queue management * Event listener cleanup --- # Technical Requirements We are specifically looking for someone with experience in: * Real-time conversational AI * Voice calling systems * SIP/WebRTC architectures * Streaming audio pipelines * Low-latency AI system...

...content * Literature review and analysis * Methodology section support * Proper citations and references * Original work with plagiarism-free content * Clear academic writing style **Preferred qualifications:** * Experience in Accounting, Finance, Auditing, Forensic Accounting, Fraud Examination, or Business Research * Academic writing experience * Knowledge of financial regulations and fraud detection frameworks * Ability to work with research sources and case studies...

...and trustworthy, and—most importantly—sell the benefits rather than simply catalog features. You will receive a short brief that includes the garment specifics and a set of SEO keywords for each item. Please weave those keywords in naturally so the copy reads smoothly while still helping the page rank. All content has to be completely original; I will run every description through plagiarism-detection software before approval. Deliverables (within 5 days): • 10 polished descriptions in a single DOCX or Google Doc • Word count clearly marked for each item • Keywords highlighted so I can verify placement I’ll review quickly and provide any minor edits the same day. If you enjoy writing persuasive, benefit-driven copy for fashion retai...

I need a comprehensive financial forensics report to support litigation. The report should include detailed analysis and expert witness testimony. Requirements: - In-depth financial analysis - Fraud detection techniques - Clear, concise reporting - Expert witness qualifications Ideal Skills and Experience: - Background in finance or accounting - Experience in forensic investigations - Strong analytical and reporting skills - Previous expert witness experience in legal cases Please provide relevant work samples and qualifications.

...launch—guided deep breathing, box breathing, and 4-7-8—each synchronised with the wrap’s vibration pattern, heat cycles, and audio track. Scope of work • Hardware concept: layout for flexible heating elements, silent haptic motors, an interchangeable aromatherapy cartridge, and low-profile speakers. • Sensor integration: heart-rate and muscle-tension inputs routed to the app for real-time mood detection. • Firmware: manage heat levels, vibration rhythms, scent release, and BLE communication with the phone. • Mobile app (iOS and Android): dashboards for mood trends, a breathing-coach interface, sound library (rain, ocean, binaural beats, calming frequencies), and settings for temperature, vibration intensity, and scent choice. &bull...

...radiologist reader study", "causal claims require external validation". Keep 4.4, 4.6 same, grammar fix only. 4. SECTION V. CONCLUSION [Complete rewrite, ~200 words] Structure: What we built + macro-AUROC 0.9356 + limitation + future work: "external validation on CheXpert". Remove clinical deployment claims. NON-NEGOTIABLE REQUIREMENTS: 1. Turnitin Plagiarism <10% - screenshot required 2. AI Detection <15% - GPTZero/ screenshot required 3. Keep ALL section numbers I, II, III, IV, V and subheadings 4.1-4.8 identical to list above 4. All technical details must match my provided code. No fabricated equations or results 5. Sign NDA - code/topic confidential, no reuse 6. Track Changes ON 7. IEEE citation style, 15+ refs 2020-2025 DELIVERABLES: ...

...section • Stories section • Explore page • Trending posts • Suggested users • Follow/unfollow system • Notifications • Saved posts • Search system • User tagging • Real-time updates ━━━━━━━━━━━━━━━━━━━ 5. AI FEATURES Need advanced AI features such as: • AI caption generator • AI hashtag generator • AI photo enhancement • AI image suggestions • AI recommendations • AI trending analysis • AI spam detection • AI content moderation Optional advanced AI: • AI face enhancement • AI background remover • AI auto color correction • AI cinematic photo enhancement ━━━━━━━━━━━━━━━━━━━ 6. FREELANCER HIRING SYSTEM This is one of the most important parts. Clients should be able...

I am looking for an experienced developer/team to build a smart Traffic Violation Detection System using AI, Computer Vision, and Deep Learning technologies. The system should automatically detect and monitor traffic violations from CCTV/live camera footage and generate reports in real time. Main Features Required: Vehicle detection and tracking Number plate detection and OCR recognition Helmet detection for two-wheelers Seatbelt detection Red light violation detection Wrong-side driving detection Over-speed detection Lane violation detection Real-time alerts and logging Store violation data in database Dashboard/Admin panel for monitoring Upload video or use live camera feed Export reports and screenshots of violations Techn...

Title: Expert for Advanced Android Native Debugging and RASP Analysis Project Description: I am looking for a Senior Android Security Researcher to assist wit...static and dynamic analysis of native .so libraries using tools like Ghidra/IDA Pro. Develop a custom instrumentation module (stealth-based) for debugging internal function calls without triggering process termination. Identify and implement fixes for runtime environment detection that causes application crashes. Requirements: Profound knowledge of Android internals (Art, Linker, Zygote). Experience with building hardened/modified instrumentation servers. Ability to work with syscall-level hooks to avoid standard detection signatures. Manipulating lib integrity checksum to analyse the output Needs video recording too ...

...loss), withdrawal flow (min ₹500), referral tracking, transaction history and editable profile. • Admin Panel: dashboard, user management, one-click approvals for recharges and withdrawals, adjustable profit/loss engine (% slider), referral monitoring, banner & notice manager. • Backend Logic: random return engine skewed to +1–2 % with occasional +5 % spikes and –1 % to –5 % losses, fraud-detection basics, and all required API endpoints. • Tech: React (or plain HTML if you prefer) + Node.js + MongoDB, hosted on Vercel or Render. Acceptance criteria 1. All listed screens are responsive and function correctly on desktop and mobile. 2. Profit/loss engine knob in admin instantly affects new taps without redeploying. 3. Transactions,...