Genetic algorithm python code github일자리

...so I can run automated comparisons. Scope • Coverage: I’m interested in all brands and models—passenger cars, SUVs, trucks, anything that runs a modern ECU. • Vintage: The newer the calibration software the better; late-model vehicles are my main focus. • Format: BIN is perfect and WinOLS (.ols) projects are welcome if you already have them. • Purpose: Files are strictly for analysis, algorithm training, and system building, not for flashing customer vehicles. Quality Expectations Clean naming, checksum-intact binaries, and one-to-one pairing of stock vs. tuned versions are critical. If files arrive loose, mislabeled, or missing their twin they will be rejected. When you respond, please attach: 1. A small sample set (both stock and m...

I need a fully-async Python 3.11+ pipeline that turns a live phone call into a smooth, sub-2.5 s p50 conversational loop. Here’s the flow I have in mind: a Twilio SIP trunk delivers the RTP stream to a WebSocket bridge; LiveKit Agents SDK manages the media session; Deepgram Nova-3 handles streaming STT; the running transcript feeds Claude (with tool-use enabled); Claude’s text comes back out through ElevenLabs Flash v2.5 for TTS and streams to the caller in real time. What I need from you is a working reference implementation, instrumented and tuned so I can see latency at each hop and fine-tune Voice Activity Detection thresholds. The code must retry transient errors, log everything that matters, notify the caller gracefully on trouble, and, if the Sonnet tier ...

I need an experienced Python developer to create a reliable browser automation script for a multi-step online registration/account creation process. Project Requirements: - Must be written in Python - Must implement reCAPTCHA v3 (hidden/invisible) solving via API (no browser plugins or extensions allowed) - Simulate realistic human-like behavior (typing speed, mouse movements, natural delays) - Support proxy usage - Handle dynamic page loading, form filling, button clicks, and element waiting - Clean, well-commented, and maintainable code What I will provide: - Exact flow and selectors - Captcha API credentials - Proxy list The script should be stable and designed to minimize detection. Please only apply if you have strong experience with modern browser automation to...

...method) Training Load (TRIMP or equivalent) Time in Zone (TIZ) Heart Rate Recovery (HRR) Sleep & Recovery Metrics Sleep stage estimation (HR/HRV-based) Sleep score modeling Recovery/readiness score Expected Deliverables: Mathematical formulas with clear explanations Step-by-step calculation workflow from raw R–R data Suggestions for signal processing (filtering, smoothing, artifact removal) Optional: Python / MATLAB implementation Preferred Expertise: Experience with HRV analysis or wearable sensor data Knowledge of sports science or athlete monitoring systems Familiarity with tools/apps like Elite HRV is a plus Project Type: Short-term / consultancy (can extend based on quality of work)...

...system settings. Database: Design schema for users, calls, and subscriptions (PostgreSQL/MongoDB). Tech Stack Backend: Node.js (Express) or Python (FastAPI). Real-Time: Socket.IO. Telephony: Twilio/Plivo API. Payments: Crypto API or Stripe. Database: PostgreSQL or MongoDB. What’s Done Frontend UI (all pages ready). Static forms (needs dynamic API connection). Your Job Build backend APIs. Connect frontend to backend. Integrate Twilio, WebSocket, and payments. Ensure scalability and security. Requirements Experience with Twilio/VoIP APIs. Knowledge of WebSocket (). Familiar with payment integrations (crypto). Clean, production-ready code. Apply With Relevant experience (VoIP/real-time systems). Preferred tech stack. Estimated timeline. Your rate. Key Que...

...dashboard. The focus of this project is minimizing latency between signal generation and order execution while maintaining regulatory compliance (Order-to-Trade Ratio constraints). The developer must understand low-level performance optimization, concurrency architecture, and Linux system behavior. Core Technical Requirements Python Version (Mandatory) The engine must use: Python 3.13 Free-Threaded build (3.13t) NOT standard Python 3.10–3.12 Reason: Standard Python uses the Global Interpreter Lock (GIL), which blocks true parallelism. In low-latency systems, a 1–2ms delay caused by GIL contention is unacceptable. Multi-Core Architecture with CPU Core Pinning The engine must: Assign specific modules to specific CPU cores Use os.sched_set...

...engagement rate increase Impressions / reach milestones Number of viral posts / threads Other relevant KPIs (conversions, profile visits, media mentions, etc.) Scope of Work – End-to-End Ownership 1- Full account audit + competitor analysis 2- Create a detailed, written “Takeover Growth Plan” with tested methods only (content pillars, posting cadence, thread formulas, engagement playbook, algorithm hacks, hashtag & trend strategy, community building, collaboration targets, A/B testing framework, etc.) 3- Execute the plan daily/weekly with zero hand-holding 4- Create or optimize all content (threads, carousels, videos, polls, replies, etc.) Handle all engagement, DM strategy, and community growth 5- Run continuous testing and iteration based ...

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...later. What I will hand over: • A concise description of the business context, the decision variables involved, and any hard limits or relationships that must hold. What I expect back: • A fully formulated LP model (objective function and constraints) expressed in standard mathematical notation. • A working solution file that can be run in either Excel Solver, LibreOffice Calc with Solver, Python (PuLP, Pyomo or similar) or another open-source tool—please specify your choice up front. • A short write-up (one to two pages) explaining the results, shadow prices and any sensitivity insights so I can understand how profit responds to changes in key parameters. Acceptance criteria: • Objective function must explicitly maximise profit; no surrogate...

...lightweight dashboard, and solid authentication together. Tech stack expectations • Backend in Python or Node.js with well-structured server logic and authentication • React / front layer for a simple owner dashboard (lead summaries, insight snapshots) • Clean API development for both internal services and any future third-party integrations MVP acceptance criteria • WhatsApp conversation flow reliably captures inquiries, stores them, and triggers ML analysis • Site-visit scheduling works end to end, updating both the customer and the internal calendar • Insight module presents summarised metrics (lead volume, buyer intent score, trend highlights) via the dashboard • Code is modular, documented, and deployable on a standa...

I need a standalone software application focused on fi...expectations • Simple, modern UI where users can create multiple budgets, assign categories, and set custom periods. • Automatic calculations of variances and percentage differences. • Dashboard with charts (bar, pie, line) for quick insights. • Secure local or cloud-based data storage with user authentication. • Import / export in CSV, XLSX, and PDF formats. • Clean, well-documented code (Python, JavaScript, or another mainstream stack is fine) so future modules—such as expense tracking or invoicing—can be added without a rewrite. Deliverable A fully functional desktop or web application, installation guide, and brief user manual that walks through creating a fir...

I’m looking for a developer who can build a Windows-based script that sits in the background 24/7, talks to the A...functional monitoring script or executable. 2. Simple configuration file or UI for login, email-based 2FA, and location filter (Whole Foods). 3. Live demo showing an instant offer surfacing inside my Amazon Flex app. 4. Installation guide and brief technical write-up. In your proposal, outline: • Total project price and timeline. • The core technologies or libraries you plan to use (e.g., Python + Selenium, REST polling, headless browser). • How you will persist the session to reduce 2FA prompts and pass Amazon’s security checks. I’ll release $150 upfront once we kick off, with the remainder due after I see a real offer ...

Project Details: Two separate challenge binaries (Linux ELF, x86_64) Source code will be provided libc.so.6 will be provided Remote services are available for both challenges Goal: exploit vulnerabilities to gain control of execution and call the internal function to retrieve flags Requirements: Analyze each binary and identify the vulnerability (e.g., buffer overflow, format string, etc.) Develop a working exploit for each challenge Ensure the exploit works both locally and against the remote service Use Python (pwntools) for exploit scripts Deliverables: → working exploit for challenge 1 → working exploit for challenge 2 → explanation of vulnerabilities and exploitation steps → both flags obtained from the challenges Required Skills: Strong ex...

Description: I have a fully functional Telegram Reward Bot running on Python (Telebot) with a PostgreSQL database on Railway. I am expanding this into a Web-based Task System (Task Point Media). What is already done: Full Telegram Bot logic and Database schema. User management and balance system. Basic Postback listener logic. What I need from you (The Expert): Web Bridge: Create a simple, high-speed PHP or Python web-dashboard that fetches User ID and Balance from my existing PostgreSQL DB via a secure URL token. Iron-Clad Security (Crucial): Device Fingerprinting: One device, one account only. VPN/Proxy Detection: Block all tasks if a user is on a VPN/Proxy (mandatory for CPA/AdMob/Unity). Anti-Fraud: Root/Jailbreak detection and Emulator blocking for the webview. SQL Injec...

I need a robust computer-vision pipeline that can automatically spot and label consumer-goods products in high-resolution images captu...returns bounding-box coordinates, confidence scores, and class labels for each detected consumer-goods product • Brief deployment guide so my team can replicate results on their own workstation or server Acceptance criteria 1. Mean Average Precision (mAP) ≥ 0.85 on a held-out test set I’ll provide. 2. Inference time ≤ 120 ms per 1920×1080 image on an RTX 3060. 3. Clean, well-commented Python code that installs with a single or environment.yml. If you have existing models that can be fine-tuned on our data, mention that in your proposal along with any relevant benchmarks you’ve achieved on similar manuf...

...widths 375px–1920px 6. Content and compliance review All pricing claims on the site match actual measured behavior Terms and Privacy pages are present and reference actual practices No broken links, typos, or inconsistencies across pages Deliverables Test plan document (week 1) for our approval before execution Weekly progress reports with findings logged in a shared tracker (Linear, Jira, or GitHub Issues) Bug reports with reproduction steps, severity, and evidence (screenshots, logs, network captures) Final QA report with: executive summary, all findings by severity, pricing-claim verification data with raw numbers, security audit summary, go/no-go recommendation Regression testing after our team fixes critical and high-severity issues Milestones and payment Milesto...

Descr...realizar campañas de remarketing automáticas y precisas basadas en el estado del cliente. Refactorización Menor: Revisión de la arquitectura actual para asegurar que las nuevas funciones no afecten la estabilidad del sistema existente. Perfil Deseado: Experiencia demostrable en integración de APIs (Google Sheets, CRMs). Dominio del stack tecnológico en el que está construida la app (Node.js, Python, PHP, etc. — completar según tu caso). Capacidad para trabajar con código desarrollado por terceros. Enfoque en UX/UI para que las nuevas opciones de gestión sean intuitivas. Entregables: Código fuente actualizado y documentado. Pruebas de funcionamiento de las automatizaciones de sincronizac...

...customising a scraper in Python that navigates the chosen platforms, capturing posts, comments and any associated meta-information I specify; cleaning the raw output to remove emojis, markup, duplicate lines and other noise; and packaging the final, deduplicated dataset as a CSV or JSON file. Please write the code so I can rerun it anytime (command-line script or Jupyter notebook is fine) and include concise setup instructions plus brief inline documentation. I expect respectful rate-limit handling and compliance with each platform’s public-data policies. Acceptance will be based on: • Accurate capture of the requested text fields from the sample profile list I provide • Fewer than 1 % duplicate rows after cleaning • Script runs end-to-end on my ...

I have some issues with a small Python script that takes a folder of JPEGs and merges them into one PDF through the img2pdf library. The core logic is in place, but three persistent headaches remain: some images refuse to convert, the resulting PDF occasionally comes out corrupted or out of order, and every now and then the script throws runtime errors that halt the process entirely. While you’re inside the code, I’d also like two modest upgrades: • Image compression so the final PDF is reasonably sized without a visible loss of quality. • A clean, custom-naming option that lets me specify the output PDF name from the command line or a simple GUI prompt. Everything is executed on Windows, so please make sure any path handling, dependencies, or testing ...

...managers alike, translating requirements into targeted searches and compelling outreach. Strong communication skills are equally important; much of your success will hinge on how well you craft messages, conduct interviews, and guide both clients and candidates through each stage. Day-to-day you can expect to: • Design and refine job postings and sourcing strategies across LinkedIn Recruiter, GitHub, Stack Overflow, and niche forums. • Build and maintain a vetted pipeline of developers, system administrators, project managers, and other tech specialists. • Run structured interviews, technical screens, and reference checks, summarizing findings for quick client decisions. • Coordinate offers, negotiations, and onboarding, ensuring a smooth hand-off t...

I have a Windows-...as it’s documented. • I should be able to adjust endpoint URLs, API keys, and timing rules from a clear config file or UI panel without digging through source code. Acceptance criteria 1. End-to-end test: creating a record in GHL propagates to Clay and triggers the defined process in Rb2b, with the desktop app reflecting the change automatically. 2. All API calls are logged to a text or JSON file for troubleshooting. 3. Setup guide (markdown or PDF) lets a non-technical teammate replicate the install in under 10 minutes. If you’ve connected these services before—or built similar Windows integrations with .NET, Python, or Electron—let me see a quick demo clip or repo link. I’m ready to move fast once I know y...

...comparativo para identificar patrones de vulnerabilidad y precariedad frente a crisis económicas. Visualización: Generación de tablas de contingencia y gráficos técnicos que faciliten la interpretación de tendencias de inserción ocupacional. Requisitos del Freelancer Dominio de herramientas estadísticas: Experiencia avanzada en software para el tratamiento de encuestas de hogares (Stata, SPSS, R o Python). Conocimiento del Mercado Laboral: Comprensión técnica de indicadores de empleo adecuado, subempleo e informalidad. Capacidad Analítica: Habilidad para transformar datos crudos en insights sobre estrategias de compensación de ingresos y distribución de cargas de ajuste en hogares. Familiar...

Project Title: Mobile App (iOS & Android) + Web Admin Dashboard Development Project...Preferences (Flexible): - Mobile: Flutter (preferred) or React Native - Backend: Firebase / Supabase / Node.js - Admin Panel: React / - Cloud: AWS / Firebase Requirements: - Clean and scalable architecture - API-based development - Secure authentication & data handling - Good communication and regular updates Deliverables: - Fully working mobile app (Android + iOS) - Web admin panel - Source code (GitHub) - Deployment support Timeline: 6–10 weeks (can be discussed) Budget: Open (prefer milestone-based payment) Note: Detailed requirements will be shared after initial discussion / NDA. Please share: - Previous work (live apps or portfolio) - Tech stack used - Simi...

...conditions must all be handled with equal rigor. The system will ingest three primary data streams: peer-reviewed medical literature, de-identified patient health records, and curated clinical-trial datasets. I already have secure access paths for each source; what I lack is the unified pipeline that cleans, embeds, and indexes the content so the model can ground every answer in verifiable evidence. Python, LangChain (or comparable orchestration), Hugging Face transformers, and a vector store such as FAISS or Pinecone feel like the natural toolkit here, but I am open to persuasive alternatives if they improve latency or compliance. HIPAA-level security and full audit trails are non-negotiable. Deliverables • Data-ingestion and cleansing pipeline connected to all three d...

To deliver the postgre python flask app

I'm seeking an experienced Rust developer to review and optimize my code, with a focus on enhancing performance. Key Objectives: - Primary goal: Optimize performance - Critical area: Data processing - Main aspect to optimize: Memory usage Ideal Skills and Experience: - Expertise in Rust programming - Strong background in performance optimization - Experience with data processing applications - Proficient in memory usage analysis and reduction - Familiarity with best practices in Rust development Please provide relevant experience and approach in your bids.

I'm looking for a Python script to simulate DDoS attacks for the purpose of testing defense mechanisms. The simulation should cover: - Detection mechanisms: How to identify DDoS attacks. - Mitigation strategies: Methods to counteract the attacks. - Attack patterns: Different types of DDoS attack vectors. The level of detail should be intermediate, providing some technical specifics without going too deep. Ideal skills and experience: - Strong proficiency in Python - Experience with DDoS attack simulations - Knowledge of network security - Ability to document the simulation process clearly I need it within 2days of posting happy to pay, and i need screenshots and explained briefly on a document with between 5-8 mistakes pointed and explained why it wouldn’t wor...

Busco acompañamiento personalizado para pasar de un nivel intermedio de ciencia de datos a un dominio sólido de scraping en Python. Necesito entre 8 y 10 sesiones, cada una de una hora y programadas semanalmente, para cubrir lo siguiente: • Diseñar y optimizar algoritmos de scraping enfocados en extracción eficiente y estable. • Revisar mis scripts actuales, identificar cuellos de botella y aplicar buenas prácticas (requests, BeautifulSoup, Selenium, manejo de proxies, rotación de user-agents, control de concurrencia). • Implementar flujos de automatización y puesta en marcha en entorno de producción (cron, Docker básico, logging). • Resolver dudas puntuales de parsing, manejo de datos y almace...

...or 4 instances of an SDN controller called ONOS. The Action: Assign each controller to a specific group of Roadside Units. Simple Words: You are giving each neighborhood its own brain instead of one brain for the whole city. Step C: The "Shared Diary" (Lightweight Blockchain) What to do: Use a simple Python-based blockchain (search for "Simple Python Blockchain" on GitHub). The Action: Write a script where, every time an ONOS controller blocks an IP address, it sends that IP to the Python blockchain. Simple Words: This ensures all controllers are reading from the same "Blacklist." Step D: The "DDoS" Test What to do: Use a tool like Scapy or Low Orbit Ion Cannon (LOIC) script in your simulation. The Action: Target...

...must live on a genuinely relevant Indian or industry-aligned page, carry natural contextual anchor text, and pass manual review for spam-free metrics. What I expect you to do • Research and shortlist contextually appropriate Indian domains or pages that relate directly to the target page’s theme. • Secure a healthy mix of do-follow backlinks that can realistically influence Google India’s algorithm. • Provide a completion report listing every live URL, anchor text, and placement date. Because the project is focused on a single link, I am judging success by the authority of the sites you choose and the measurable movement in ranking for my primary keyword on google.co.in. If you have proven outreach relationships, editorial connections, or propri...

I'm seeking an experienced Python developer to help with data analysis and automate data scraping tasks. Key Requirements: - Develop Python scripts for data analysis. - Automate data scraping from websites. - Deliver clean, structured datasets for analysis. Ideal Skills: - Proficiency in Python, especially for data manipulation. - Experience with libraries like BeautifulSoup, Scrapy, or Selenium. - Strong background in data analysis, preferably with Pandas or NumPy. - Familiarity with data storage solutions (e.g., SQL, NoSQL). Looking for someone who can write efficient, reliable scripts and has a keen eye for detail.

Buscamos desarrollador para implementar un módulo ...módulo de documentación (archivos y links) El sistema debe considerar lógica de vigencia, control operativo y trazabilidad de la información. Perfil buscado: Tenga experiencia desarrollando sistemas web con lógica de negocio Entienda flujos operativos y validaciones (no solo interfaz) Pueda proponer soluciones simples, robustas y escalables Ideal experiencia en: ERP / sistemas internos Backend (Python, Node u otros) Manejo de bases de datos Entregables: Módulo funcional integrado a la plataforma Validaciones operativas implementadas Vista administrativa y dashboard Ajustes en módulo de documentación Importante: Este proyecto es parte de un sistema en crecimiento, ...

I need a complete scrape of that covers masonry, concrete, paving, demolition and landscape contractors acro...records instead of inflating the count. Deliverables • One clean .xlsx file containing all requested fields, ready for filtering and analysis • A brief text log explaining the scraping workflow, libraries used (e.g., Python–Selenium/BeautifulSoup, Node–Puppeteer, etc.), and any known data gaps • Confirmation that the crawl completed for every U.S. state and territory, without regional bias I will review the spreadsheet for completeness, spot-check against live BBB pages, and verify there are no broken rows or inconsistent column headers before approving. Skills Required Python Data Processing Data Entry Excel Web Scraping Data Mining Bea...

...It needs three pages: 1. Prayer Time Schedule (auto-pulling the same data the display uses) 2. Announcements 3. Contact Information Technical notes • I’m happy for you to adapt an existing GitHub project or build from scratch, as long as all branding is removed. • The solution must run smoothly on a mini PC; compatibility with other hardware such as Raspberry Pi is a bonus. • Deliver full source code plus clear setup instructions and a brief maintenance walkthrough (backups, how to add future banners, etc.). Acceptance I will consider the job done when I can: – install the code on my server, – boot the mini PC into full-screen mode and see the live feed, – log in to the admin panel, update a prayer time, ...

...are important because the screen sits at the back of the prayer hall. 2. A simple, responsive website with three pages: Prayer Time Schedule, Announcements, and Contact Information. The schedule and announcements must stay in sync with what shows on the in-hall screen so I only update the data once. Please build on or fork the GitHub project above if it speeds things up; I am happy to self-host on shared Linux or a small VPS. Final deliverables are the source code, clear setup instructions, and a quick call or video walk-through so I can maintain it as ongoing ṣadaqah jāriyah....

I’m looking for an experienced Python developer to build a lightweight script that automates data processing from multiple REST APIs. Scope: - Fetch data from several APIs - Handle real-time responses - Clean and transform data - Output structured data ready for analytics use Requirements: - Command-line script (headless) - Accept arguments (API key, date range, output path) - Error handling (rate limits, bad responses) - Logging for debugging Preferred: - Experience with APIs and data pipelines - Python (requests, pandas) - Clean and maintainable code Deliverables: - Fully working script - Clear instructions to run it

I need a clean, modern company site buil...supply a logo and palette). Smooth scrolling, accessible navigation and concise micro-interactions are important. • Tech stack: I’m open—React, , Vue, static HTML/CSS with a lightweight CMS, or something similar—as long as performance and maintainability remain top-of-mind. • Final hand-off: all source files, build scripts, instructions for basic edits, and deployment to our hosting (GitHub Pages, Vercel or Netlify are fine). When you reply, include links to at least three recent responsive sites you’ve built that showcase clean design and modern tooling. If one includes a dynamic news section, even better. I’ll shortlist quickly, so feel free to outline your preferred stack, estimated timeline ...

...modern MERN stack with Python micro-services and AI modules. I already have the high-level architecture mapped out; what I need is a developer who can comfortably jump between JavaScript (React, Node, Express, MongoDB) and Python while keeping data engineering best practices front-and-center. The project flows like this: we pull data from several third-party APIs and internal sources, clean and transform it in real time, feed it to a set of AI services, then serve the insights back to users through an intuitive dashboard. Your day-to-day work will touch three key areas: • Data collection – build reliable connectors, handle auth flows, schedule recurring pulls, and maintain error logging. • Data processing – design ETL pipelines, implement transfor...

I’m working with voice AI agents (using Retell AI), and I want them to be able to book appointments directly into Google Calendar. The idea is pretty simple in my head: I want to create a small set of func...say the user says: “I want an appointment with Dr. Álvaro González” → the system should know which calendar is his, and create the event there. So we’ll need some kind of mapping between names (or doctors) and their calendar IDs. Also, I’m planning to reuse this across multiple AI agents, so it should be built in a way that I can plug it into anything later. Tech-wise I’m flexible — Node.js or Python is fine — just keep it clean and easy to expand. That’s pretty much it. Nothing overly complex, just s...

I’m a Python full-stack developer who also loves DevOps on AWS and the emerging world of Gen-AI and agentic AI. I’ve reached a point where I need both reliable career guidance and a steady flow of suitable freelance projects to accelerate my growth on this platform. What I need from you • Career coaching: regular video sessions to refine my positioning, portfolio, and profile so clients immediately see the value I bring in Django / FastAPI back-ends, React or front-ends, and scalable AWS deployments (EC2, ECS, Lambda, Terraform, GitLab CI/CD). • Project pipeline support: proven strategies or direct introductions that land web development or DevOps contracts where Python, containerisation, and AI integrations (LangChain, vector databases, ChatGPT AP...

...Data Extraction * Basic product information * Full product description (HTML) * Yellow alert / warning box under “About this item” (must be extracted بالكامل with formatting) * Activation guide (especially for software products) 3. Data Alignment * Must correctly match scraped data with API data (using product ID and slug) * No duplicates or mismatched records --- Technical Requirements: * Python (preferred with FastAPI or similar) * Experience with headless browsers (Playwright / Selenium / Puppeteer) * Ability to handle dynamic content and anti-bot protections * Experience with scalable scraping (parallel workers, batching, queues) * Strong error handling, retry logic, and logging --- Infrastructure: * Scraper will run on a dedicated VPS (8 CPU / 32GB RAM) ...

...platform and I need clear, data-driven insight into which products are really driving revenue. The goal is simple: surface product-level sales trends so I can see which SKUs consistently outperform and which ones lag behind, all viewed through the lens of revenue generated rather than just unit counts. You’re free to structure the workflow as you see fit, but I expect the core analysis to happen in Python, leveraging pandas and NumPy for data wrangling and aggregation. I’ll supply the dataset along with a brief data dictionary; you return a well-commented Jupyter notebook (or .py script) that: • Cleans and normalises the raw data • Calculates revenue by product over selectable time windows • Highlights statistically significant up- or down-trends ...

I need a robust, high-performance automation tool to verify and...account dashboard to identify if it is a Corporate (Enterprise) or Individual account. Requirements: Efficiency & Speed: Use of Python (Asyncio/Aiohttp), Node.js, or Go is preferred for high-concurrency. Proxy Support: Since we are checking 300k accounts, the tool must support HTTP/SOCKS5 proxies (with rotation) to avoid IP bans. Database Management: Ability to handle large SQL/NoSQL exports and merge results without data loss. Error Handling: Robust "retry" logic for timed-out connections or portal glitches. Deliverables: A high-speed verification engine. A clean, de-duplicated final database/report with Status (Live/Dead) and Type (Corporate/Individual). Source code with instructions on h...

Overview Building a real-time, data-driven alert system that integrates with third-party APIs, pr...Rule-based alert engine with plain-language notification generation Event deduplication and internal historical data storage REST API with JWT authentication Responsive web app (user-facing + lightweight admin view) Dockerised services (Docker Compose), locally runnable and cloud-deployable Deliverables Source code (frontend, backend, infrastructure) Setup and deployment documentation Demo walkthrough proving end-to-end alert flow Unit and integration tests on critical paths Skills Required Python (FastAPI or equivalent) PostgreSQL + Redis Docker REST API design with JWT/OAuth Third-party API integration Scheduled job processing (Celery or equivalent) React/ or Vue Push not...

...the fly from the synced data. • Multi-user support with simple role permissions (admin, accountant, viewer). • Offline access: when internet drops, the last synced data remains available and new entries queue for later upload. • Customisable reports users can save, share or export. Tech preferences I’d like everything orchestrated inside Google AI Studio, using its built-in connectors, Python snippets, or Vertex AI extensions where helpful. Firestore or another Google-managed database is fine for the operational store, as long as latency stays low for mobile users. After the MVP is stable I want a short hand-off session—screen-share or recorded walkthrough—that shows me how to extend features, wire up new data points, and deploy incremen...

...metadata and any other fields you advise extracting). Starting from exploratory data analysis, we will move through feature engineering, model selection, hyper-parameter tuning and final evaluation. I am especially interested in interpretable insights alongside raw accuracy, so attention to explainability techniques such as SHAP or LIME is appreciated. Deliverables • Clean, well-commented Python (or R) code for data prep, training and inference • A trained model saved in a reusable format (Pickle, ONNX, or similar) • A concise report summarising methodology, feature importance and validation metrics • Step-by-step instructions for recreating the results on my environment Acceptance criteria: A minimum AUC of 0.80 on hold-out data and clear d...

...documentation (user manual + technical SOP) --- ## **Deliverables** * Fully functional pipeline (CLI-based) * Test dataset results + validation report * QC dashboard/reporting templates * Installation & deployment guide * Code repository with version control --- ## **Required Skills & Experience** ### **Must Have** * 3+ years in **bioinformatics / NGS data analysis** * Proven experience with **low-pass WGS or CNV analysis** * Strong hands-on experience with: * BWA, SAMtools * CNVkit, Control-FREEC * Experience working with **human genome data (hg19/hg38)** * Proficiency in Python / R / Bash * Experience with Linux-based environments --- ### **Good to Have (Highly Preferred)** * Experience with **NIPT / cfDNA analysis** (WISECONDORX or similar) * Expe...

I have more than twenty-one separate census workbooks that need to become one clean, analysis-ready master table. All sourc...into one master sheet (or a single .xlsx with a clearly named “Master” tab) • Flag and resolve duplication, obvious entry errors, and encoding issues • Deliver a concise data dictionary so I can see how each original column mapped into the final table Accuracy matters more than speed; however, once the structure rules are locked, I’d like an efficient, repeatable import method (Power Query, Python pandas, or similar) so future files can drop straight in. Final hand-off: the consolidated master table, the documented transformation logic, and any helper scripts or queries you used, packaged so I can rerun the process myself i...

...Excel) with each table clearly identified. 2. High-resolution bar chart images (PNG or SVG) and the source file (Excel, Power BI, or Python notebook) so I can regenerate them later. 3. A short note outlining any assumptions, edge cases handled, and pages that required manual correction. Acceptance Criteria • Every numeric value found in the original tables appears in the dataset, spot-checked against the PDF for accuracy. • Charts label axes, units, and categories clearly, with no truncated text. • No data lost due to OCR errors; if a cell cannot be resolved it is flagged in the note. Feel free to choose the tools you’re most comfortable with—Python (Camelot, Tabula-py, Pandas, Tesseract), R, or Excel macros are all fine as long as the ...

...renders highly detailed models with interactive elements such as drag-to-resize, material swaps and component add-remove. • Develop or integrate a performant back-end (Node, Python or similar) that serves model data, pricing rules and saves user sessions. • Provide an admin panel where I can upload new pergola kits and eventually extend the tool to other interior spaces like kitchens, offices and living rooms. • Optimise for desktop and mobile, ensuring smooth frame rates and quick initial load times through model compression, lazy loading and efficient texture management. • Deliver clean, well-documented code and a short deployment guide (Docker or CI/CD scripts welcome). Acceptance Criteria 1. A user can fully configure a pergola kit (size,...