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...quality. ⸻ 5. AI Learning (Non-Training Based) We do not expect the model itself to retrain automatically. Instead, the system must: • Store AI draft vs final approved reply • Track edit level (none / light / heavy) • Allow prompt improvements and example-based learning • Support prompt versioning and comparison ⸻ Technical Expectations Preferred Stack (open to discussion) • Backend: Python (FastAPI) or Node.js (NestJS) • Database: PostgreSQL • Background jobs: Celery / BullMQ / equivalent • Frontend: React (admin dashboard) • AI: OpenAI API or Azure OpenAI • Hosting: Dockerised, cloud-ready Non-functional Requirements • Clean architecture • Clear separation of concerns • Good error handling and...
Necesitamos una empresa de software con mucha experiencia comprobable en desarrollo de proyectos de alta gama a medida (nada de WordPress ni templates). Nuestro proyecto se trata de un marketplace de vehículos automotriz con: compradores vendedores, subastas en tiempo real y arriendo de vehículos. Stack de tecnología a utilizar: Backend- python, JS con framework nest Frontend- React Js DATABASE- postgre o mongoDB Aplicación móvil- React Native (la participación es híbrido) El superadministrador: se usará una plantilla para el Frontend. Las subastas: nuestro área de subastas es en tiempo real, Es decir habrá una persona con el nombre martillero dirigiendo la subasta en tiempo real. Tendrá billetera v...
In the attached HTML pages extract the (valid JSON) part only (Python or PHP). Starts with : {"data":{"question":{"pagedListDataConnection" Ends somewhere here : {"minSeq":"0","channel":"main-w-chan51-8888-react_uzonmseebkkzidac-MRb2","channelHash":"17978758530268586595","boxName":"chan51-8888","baseHost":"","targetUrl":"","enableWebsocket":true},"broadcastData":{"categoryToDepkeys":{"Viewer:isUniversalLoggedIn:Vmlld2VyQDA6MA==":["LIUS:d1a97be745ad05203c316c52e05659bc","LIUB:51c686f136238887af1ffc4ce43bb59d"]},"depkeyToVersio...
This is an ongoing project and most likely it will turn into a long term business relationship if things play out accordingly. MUST have: Python Selenium/Scrapy Django/Flask HTML/CSS/Boostrap JS MySQL, Postgres, Sqlite Redis, mongodb AWS, Heroku GIT + zenhub TDD, SOLID Nice to have: -React/Redux -CI, CD -Graphql -Elastic search Please show your past experience in your proposal PD: state what passions you about working as a freelancer in less than 10 words. all details will be provided to the few selected throu DM. Best Regards!!
Webudviklerens opgaver og ansvarsområder: • Skrivning af ...oprettes inden for hvilken tidsramme • Undersøgelse af forskellige softwareprogrammer, vedligeholdelse af softwaredokumentation • Implementering af beredskabsplaner, hvis webstedet går ned • Vedligeholdelse og udvidelse / forbedring af hjemmesiden, når den først er bygget Webudvikler jobkvalifikationer og krav • HTML / XHTML, CSS, JavaScript • Serverarkitektur • Erfaring med server-side rammer som python, ruby, php, Java, ASP, ASP.NET • Erfaring med databasesystemer som SQL og Oracle • Grundig funktionel viden og kodningserfaring • Grundlæggende kendskab til optimering af søgemaskiner • Evne til multitask med strenge tidsb...
Urgent Requirement for Python Programmer $40 Budget
Team Agent is a teamfinding and team management website for eSport games (League of Legends and Counter-Strike Global Offensive) Demo site: Assignment: The site is almost...link & In game name) - Build a system that read the grabs from the game publicers API, the user profile of the gamer. - responsive design (mobile friendly) - Application requirements, which is where the teams can tell what kind of members they seek. Based on some dropdown criteria and text. The assignment will have to be done ASAP. We would be pleased to see you have experience with: Python 3+ Django 1.8+ HTML5 Javascript CSS Bash JQuery GNU/Linux Mercurial MySQL or PostgreSQL NICE TO HAVE Bootstrap AngularJS - or similar Kind regards Founder Nicholas Rasmussen
I need an AI workflow that reads batches of customer reviews and returns reliable sentiment scores I can plug straight into my reports. The core of the project is natural language processing, specifically sentiment analysis, so experience with popular frameworks such as Python + NLTK, spaCy, Hugging Face Transformers, or similar will be essential. You’ll start from raw text (CSV or JSON, whichever is easier for you) and deliver a clean, documented pipeline that: • cleans and tokenises the reviews, • trains or fine-tunes a sentiment model (I’m open to pre-trained BERT, RoBERTa, etc.), • outputs a simple table with the original review, predicted polarity (positive / neutral / negative) and a confidence score. I’ll measure success by the model&r...
I have a folder full of plain .txt files, each containing a customer review from our store. I need those reviews classified for sentiment so I can see, at a glance, how people really feel about us. Here’s what I’m after: • Read every text file, clean the content, and run a reliable sentiment-analysis model (Python + spaCy, NLTK, TextBlob, or Hugging Face transformers are all fine—use whatever gets the best accuracy). • Label each review Positive, Neutral, or Negative and include a confidence score. • Return a single CSV that lists: file name, full review text, sentiment label, and confidence. • Provide a brief notebook or Markdown report that explains your steps and visualizes overall sentiment distribution. Acceptance criteria •...
...(MEA) absorption–stripping train used for post-combustion CO₂ capture. The aim is to pinpoint the best operating window that keeps capture performance high while driving energy demand and operating cost down. Software My in-house preference is DWSIM, so the model, optimiser hooks and final files must run smoothly in that environment. If you need to couple DWSIM with an external solver (e.g., Python or Excel optimisation scripts) that is fine, provided everything stays open source and reproducible. Scope of work • Build or refine a rigorous rate-based MEA absorber and stripper model for a typical natural-gas flue-gas composition. • Validate key thermodynamic and kinetic packages in DWSIM to ensure accuracy against literature or plant data. • Run an o...
...Configuration flexibility • Models and pincodes must sit in an easy-to-edit file or admin panel so I can add, remove or rename them without touching your code. • Frequency of checks should be a single variable (default to something moderate so Big Basket is not hammered). • The Telegram bot token and chat ID need to live in a secure config area or environment variables. Tech preferences Python plus BeautifulSoup/Requests, Node with Puppeteer, or any lightweight stack you are comfortable maintaining will work—as long as the final solution is well-commented and deploys cleanly on a standard Linux VPS. Deliverables 1. Full, readable source code. 2. Setup instructions that take me from a fresh server to a working tracker in one go. 3. A short READ...
Job Post: Senior Full-Stack Django Developer (Legal-Tech MVP) Title: Senior Django/Python Developer to Build Secure Enterprise Document Vault (MVP) Timeline: 4 to 6 Weeks Budget: [Negotiable] The Project: I am a legal founder building a highly secure, centralized digital law firm portal ("Webestate") designed to manage Pan-India litigation for large corporate clients. I have the complete database schema () and business logic already mapped out. I need a senior developer to execute the build. Core MVP Requirements: Backend: Python/Django using PostgreSQL. Access Control: Strict implementation of Row-Level Security (RLS) to ensure users can only access cases assigned to their specific user_id. The Digital Vault: Integration with AWS S3 for document storage. Zero...
Estoy buscando un desarrollador para crear un bot de Discord llamado Caatffee con javascript o python con temática de café y gatos con simplemente 18 comandos por ahora. Este bot debe facilitar una economía de cartas y ofrecer una experiencia interactiva y divertida para los usuarios. Características principales: - **Drops automáticos**: Implementar tanto drops basados en tiempo como en eventos. - **Inventario y comercio**: Los usuarios deben poder gestionar su colección y comerciar con otros. - **Base de datos fácil de usar**: Preferiblemente usando MySQL para almacenar toda la información. Habilidades y experiencia ideales: - Experiencia en el desarrollo de bots de Discord - Sólidos conocimientos en MySQL ...
Tengo una web desarrollada íntegramente en Python y desplegada en Render. Mi objetivo es aumentar el tráfico orgánico y las conversiones con un plan SEO sólido que priorice la Optimización de palabras clave. Lo que necesito: • Optimización de palabras clave - Estudio de términos con potencial de compra - Selección de palabras clave estratégicas - Mapeo de términos para mi nicho tecnológico • Velocidad de carga Ajustar código, caché y métricas Core Web Vitals para ofrecer la mejor experiencia posible en Render. • Construcción de enlaces Backlinks relevantes que potencien la autoridad del dominio sin riesgo de penalizaciones. Entrego acceso...
Preciso integrar ao meu sistema Flet 0.84.0 em Python um fluxo completo de upload de documentos (PDF, DOCX e afins) usando o Supabase Storage. A estrutura básica da aplicação já está rodando; falta apenas a parte de anexos. O que preciso: • Tela ou componente Flet que permita selecionar múltiplos arquivos, mostre barra de progresso e valide tamanho/extensão. • Função Python que faça o envio assíncrono para o bucket no Supabase Storage, gerando URL pública ou token privado conforme melhor prática. • Cadastro dos metadados no banco Postgres do próprio Supabase. • Exemplo de listagem/download para que eu possa reutilizar em outros módulos. &bull...
...web desarrollada íntegramente en Python y desplegada en la plataforma Render. Quiero impulsar sus resultados orgánicos con un plan de SEO integral que abarque: • Optimización de palabras clave: estudio, selección y mapeo de términos con potencial de compra para mi nicho tecnológico. • Mejora de la velocidad de carga: ajustes de código, caché y Core Web Vitals para ofrecer la mejor experiencia posible. • Construcción de enlaces de calidad: backlinks relevantes que refuercen la autoridad del dominio sin prácticas penalizables. El objetivo principal es claro: incrementar las ventas en España y Europa, aunque también me interesa escalar la visibilidad hacia un público globa...
...again. The stack is flexible; whether the codebase sits on WordPress, Shopify, a fully bespoke framework, or another modern web platform, the goal is the same: stabilise performance, close security gaps, and leave detailed notes so future updates are straightforward. You should feel comfortable digging into front-end logic (JavaScript, React, Vue, etc.) as well as back-end services (PHP, Node, Python, or comparable) and databases like MySQL or PostgreSQL. What I need from you: • A quick initial audit outlining critical versus non-critical issues • Clear repair plan with estimated turnaround times • Implementation of fixes, patches, and performance tweaks • A concise hand-over report documenting what was changed and why Please share a brief out...
... and stores each batch in a clean JSON file (or streams to a JSON endpoint—whichever is easier for you). The refresh rate has to be quick: every 20 seconds the script should grab the latest incident data so I can run near-real-time analytics on my side. I want to scrape the georss file, every 20 seconds multiple areas without 403 error. You are free to choose the most reliable approach—Python with requests + BeautifulSoup, Selenium, Playwright, or even calling an internal Waze feed if you know a stable one—so long as the final output is valid JSON and the solution can run unattended on a Windows 10. Deliverables • A well-commented script and any support files • A brief README showing setup, required dependencies, and how to start/stop the 20-secon...
A DEX perpetual-futures platform on Ethereum needs a compact, production-ready API. All exchange documentation is already available on the site, and I’ll supply a detailed spec the moment we start. Scope The implementation may be in either Python or Go. The only mandatory capability for this phase is trade execution—opening, closing, adjusting leverage and side, and returning immediate confirmations. Future endpoints (market data or account management) can stay on the roadmap but are not part of this delivery. Security Every request must be signed with user-specific API keys exactly as described in the docs. Please wire in rate-limiting and error handling so failed or malformed calls respond gracefully. Deliverables • Clean, well-structured source code &b...
I need an end-to-end Spotify analytics dashboard, ready for production use between March 2026 and April 2026. The data arrives as raw streaming logs; you will prepare it in Python (pandas, NumPy, Matplotlib/Seaborn where helpful) and feed a clean model into Power BI. The finished report must speak the language of Analysts, exposing deep drill-through while staying light and fast. Core visuals include KPI cards for Distinct Songs, Average Popularity, and Position-1 Hits, an area graph that tracks monthly growth, plus a mix of charts, tables, slicers and other interactive elements that let users pivot by artist, track, album type or time period. Consistent colour and typography should guide the eye and keep the music theme alive. Key objectives • Transform messy CSV/JSON export...
Project Description: I need a developer to build a secure automation that allows a Virtual Assistant ...integrated into the Missive sidebar for the VA's view. The Goal: The VA will see a "text-only" version of my inbox in Missive. They will draft replies and triage messages. I will then review their drafts and send the final response from my Gmail where the original attachments remain safe. Requirements: Deep experience with Gmail API and Missive API. Proficiency in , Zapier, or Node.js/Python. Must be able to handle a one-time "bulk triage" of 2,000 existing unread emails. Strong communication skills—I am looking for a "set it and forget it" solution. Note: Please explain in your bid how you will ensure the VA's draft in Missive ...
Quiero automati...– Nombre del partido – Cuota ganadora – Casa de apuesta que la ofrece Prefiero que el proceso quede totalmente desatendido: un script que pueda ejecutar en un VPS o Raspberry Pi, con instrucciones claras de instalación, variables de entorno para mis credenciales de Telegram y la posibilidad de añadir o quitar casas de apuesta en el futuro. Acepto la tecnología que resulte más estable (Python + requests/BeautifulSoup, Selenium o similares). Solo pido: 1. Código bien comentado y entregado en un repositorio privado o ZIP. 2. Un breve README con pasos de despliegue y dependencias. 3. Pruebas de que el bot funciona (capturas o sesión en vivo). Si has trabajado antes con scraping de sitios de apu...
... User Flow Step 1: User signs up / logs in Step 2: User creates a project Step 3: User enters project workspace Step 4: User interacts with AI agents via chat Step 5: System generates: * User stories * Designs * Code Step 6: Outputs are stored and reused 9. Technical Requirements 9.1 Frontend * Framework: React () * Responsive design * Chat interface 9.2 Backend * Node.js (Express) or Python (FastAPI) * REST API 9.3 AI Integration * Integration with OpenAI API or equivalent 9.4 Database * PostgreSQL 9.5 Hosting * Cloud-based (AWS, Vercel, or similar) 10. Non-Functional Requirements * Performance: <2s response time (excluding AI latency) * Scalability: Support multiple concurrent users * Security: Basic authentication and data protection * Availability: 99% uptime target ...
...unique, time-limited download URL for the purchased ebook. • Compose an email that includes that link plus a clear receipt showing item, price, PayPal transaction ID, and my business details. • Send the message to the buyer’s PayPal email address and BCC me for bookkeeping. • Log the transaction in a simple CSV or lightweight database so I can track sales later. Technical notes I’m fine with PHP, Python, Node, or another lightweight stack as long as it runs on a standard shared host. Use PayPal’s IPN/webhook flow (PayPal is the only gateway required right now, though I’d like the code structured so additional gateways could be added later). The download link should expire after a configurable number of hours or clicks, and direct linking to...
...student's profile (interests, strengths, dreams, progress) * Adapt singular curriculum content for different ages (middle school high school, young adult, 50+) * Retrieve relevant curriculum context (RAG) * Integrate with school LMS via LTI 1.3 * Flag concerning student comments for teacher/coach review Required: * 5+ years of software engineering experience in AI use in ed tech * Experience with Python, Node.js, or similar back-end languages * Experience with API integration and database design * Understand of FERPA, COPPA compliance needs * LMS integration * Experience with AI/LLM APIs (Open AI, Anthropic) Preferable: * Located in Phoenix-area To apply: 1. Send a brief cover letter describing your software engineering experience, especially with AI, edtech,, and LMS in...
I need a clean, well-structured list of Colorado-based of peoples phone numbers for prospecting health-life insurance policies. Please source every number exclusively from publicly available web directories; social media or random website scrapi...Sheet containing: 1. Phone number 2. Contact or business name (if listed) 3. City / ZIP 4. Source URL Acceptance Criteria – Minimum 95 % of numbers must connect to a real line when spot-checked. – No entries drawn from outside Colorado. – Every row must include the source URL. When you apply, tell me about similar scraping projects you have completed and the tools you prefer (Python, BeautifulSoup, Scrapy, Octoparse, etc.). I’m ready to start as soon as I find someone with proven experience gathe...
I already code in C++ and R, yet I have never had a structured journey through Python. I want to start with the absolute fundamentals—syntax, data types, functions—and, step by step, reach advanced topics such as object-oriented design, decorators, asynchronous programming and popular libraries like pandas, NumPy and Flask. Because I learn fastest by doing, I need live over recorded sessions paired with hands-on exercises and short projects that we review together. Each lesson should leave me with runnable code, clear explanations and a small assignment so I can practise before we meet again. By the end, I expect to feel confident building a complete, well-structured application on my own. If you are comfortable teaching from basics all the way to expert-level patter...
...integrate a commercial-scale solar PV array whose main purpose is to drive down electricity costs. The job is to build (or adapt) a simulation that captures: • Hour-to-hour variability of a sizeable wind fleet • Output and cost impact of a commercial rooftop or ground-mount PV system • Stochastic or scenario-based load profiles that reflect real-world uncertainty I am comfortable with Python (PyPSA, Pandapower), MATLAB/Simulink, or DIgSILENT PowerFactory—use whatever you feel delivers the most transparent and reproducible results. I will provide resource data and basic load traces; you turn them into a working model, run the key scenarios, and present the findings in a concise report with the underlying code/notebooks. Acceptance criteria 1. ...
I’m building a small, end-to-end system that runs on Python (Flask) with a MySQL database served through XAMPP. The first target is a budget-tracking application, but the same framework should scale to a voting module or BMI calculator later on, so the code needs to be clean, modular, and well documented. What I already have: • A rough ER diagram and a list of required CRUD operations • Basic front-end sketches in HTML/CSS with Tailwind CSS classes Where I need your help: turning those ideas into a working, install-and-run project. That means setting up the database schema, wiring it to Flask routes and models, building the HTML/Tailwind views, and leaving me with clear instructions so I can extend the project myself. Deliverables (acceptance criteria) 1. MySQ...
Job Title Web Developer for Gaming Website (UI + API Basics) Job Description ...websites and want to work on gaming-related projects. Key Responsibilities 1) Build responsive websites (frontend + basic backend) 2) Create simple and clean UI designs 3) Integrate APIs for user data and basic features 4) Work on multiple small projects 5) Fix bugs and improve performance Required Skills 1)HTML, CSS, JavaScript 2)Basic knowledge of React (or similar) 3) backend (Node.js / PHP / Python) 4) Understanding of APIs 5) Basic database knowledge Preferred (Optional) 1) Any gaming-related project experience 2) Basic AWS or hosting knowledge What We’re Looking For 1) Reliable and responsive developer 2) Can deliver work on time 3) Open to feedback and revisions Our Budget: $12 &n...
Developed Lumo, a full stack AI chat web application with multiple interactive personalities and secure user authentication. Built the backend using Python Flask to manage routing, APIs, sessions, and application logic. Integrated SQLite database with SQLAlchemy ORM for efficient data storage and management. Implemented user registration and login system with password hashing for security. Added Google OAuth authentication for quick and seamless social login. Designed a responsive frontend using HTML, CSS, JavaScript, and Flask templates. Created an interactive dashboard where users can select and chat with different AI personalities. Developed real-time chat functionality with multiple characters from Western, Indian, Korean, and fictional backgrounds. Implemented chat history stor...
***** Please read the Word document withe full specs of the job ***** ***** Please read the Word document withe full specs of the job ***** ***** Please read the Word do...schedule. • Volume & speed: the full run (90k symbols) must finish inside the 4-6 hour window. • Output: one .xlsx file with rows for each symbol and either embedded images or file-path references to an accompanying images folder. • Stability: handle pagination, CAPTCHAs, rotating proxies, retries, and resume-from-last-point logging so a hiccup doesn’t force a restart. • Tech: I’m partial to Python—Scrapy, Playwright, or Selenium—but I’m open if you have a faster or more reliable stack. Please outline your proposed approach, main libraries, and any s...
...Transformer-based architectures. My main goal is to move beyond theory and confidently apply these networks to real text problems, from data preparation all the way to evaluation and error analysis. Here is what will make the collaboration valuable to me: • Live, example-driven explanations of how and why to pick an RNN versus a Transformer for a given text task. • Step-by-step coding sessions (Python, PyTorch or TensorFlow—whichever you prefer) that start with a raw dataset and finish with a trained, evaluated model. • Clear guidance on fine-tuning popular checkpoints such as BERT, RoBERTa or GPT-style models, including tips on hyper-parameters, regularisation and efficient training on limited hardware. • Recommendations on best-practice preproc...
...staying dark or lit must never affect the other. • Provide basic logging so I can verify triggers were received and switches toggled. Acceptance criteria 1. End-to-end demo showing a Sportomic test booking turning Court 1’s lights on within a few seconds and off at session close. 2. Same test repeated for Court 2 and for a cancellation scenario. 3. Clear deployment steps (Docker image, Python script, Node.js service—your choice) that I can run on a local Raspberry Pi or a small VPS. 4. Credentials for Sportomic and eWeLink/Sonoff stored in an .env or secrets file, not hard-coded. If this sounds straightforward to you and you’ve worked with webhooks, ESP8266/SONOFF, Home Assistant, Tasmota, or similar IoT workflows, you’ll finish quickly....
Senior Full-Stack Engineer — Python + React — Internal Ops Platform (Ongoing) UK business seeking a senior full-stack engineer to take ownership of a live internal operations platform and deliver rapid, visible progress. This is a high-pace role. We ship every day. We measure by what users can see, not by hours logged. Your first week: - Review the live codebase and system - Establish proper git and deployment discipline - Deliver visible improvements daily - Produce a 3-week delivery plan by Day 3 Ongoing: - Inbox and queue workflow improvements - Operator-facing features: status, assignment, filtering, supervisor views - Daily commits. Daily progress. No invisible work. Stack: Python backend, React/TypeScript frontend, PostgreSQL, Li...
I already have a well-...includes the full pipeline: clean and augment the data, design and train the EfficientNet + ViT architecture, fine-tune it for my three disease classes, then benchmark the results with clear metrics (accuracy, precision, recall, confusion matrix). Deliverables • A fully trained hybrid model (saved weights plus exportable ONNX or TensorFlow format) • A reproducible training notebook or script (Python; TensorFlow/Keras or PyTorch) • An inference script or minimal REST API that takes a new leaf image and returns the predicted class with confidence • Brief documentation so I can retrain or update the model later If you have prior experience blending CNN backbones with transformer heads, particularly on agricultural datasets, I&rsq...
...server management (Dedicated Server) Optimize performance using tools like Redis (caching) Work with Typesense (search optimization) or similar search engines Debug issues, improve speed, and ensure high uptime Implement new features, integrations, and automation when required Ensure proper security, backups, and scalability Tech Stack (Preferred Experience): Full Stack Development (PHP / Node.js / Python – any strong stack) WordPress / WooCommerce (bonus) Redis caching Typesense / Elasticsearch MySQL / PostgreSQL Linux Server Management (Dedicated/VPS) API integrations Git/version control About Us: We run a fast-growing online bookstore & publishing platform with a large catalog and active daily operations. Performance, stability, and scalability are critical for us. W...
I need a reliable, well-structured scraper for Amazon that runs inside Docker and routes every request through a rotating proxy API to keep the operation stable and undetected. The code must be written in Python and ultimately push each record straight into a database table rather than flat files; we can agree on the engine (SQLite) during kickoff. Here is what I expect: • A clean, modular Python codebase that can be rebuilt end-to-end with one docker-compose up. • Proxy API integration already wired for retries, back-off logic, and session handling. • Environment variables for keys, endpoints, and database credentials so nothing sensitive lives in the repo. • A simple script or SQL file that creates the required table(s) and demonstrates that recor...
...need the new flow to do: • Capture sales and purchase data automatically, push it into Busy, and eliminate repetitive Excel typing. • Track stock levels in real time, flag low-stock items, and trigger smart re-order actions without my intervention. • Generate clear, shareable inventory reports (daily, weekly, monthly) straight from the updated data. You’re free to bring in the best mix of Python, RPA tools, Power Automate, Zapier, or even custom Busy API work—whatever delivers dependable, hands-off processing and integrates cleanly with Excel. Acceptance criteria – Zero manual entry for routine stock updates. – Automated reorder alerts match the thresholds we set together. – Reports land in my inbox on schedule, pullin...
...clean, well-tested code. Your job is to design and implement REST APIs in both Java and Python, wire them up to PostgreSQL for transactional storage, and index searchable content into OpenSearch so that each event is instantly discoverable. The core of the work is twofold. First, map and integrate the existing internal services with the cloud resources I will provide (IAM-secured endpoints, message queues, and object storage). Second, expose that integrated functionality through RESTful endpoints that follow standard HTTP semantics, are documented with OpenAPI/Swagger, and include unit and integration tests. When the work is complete I expect: • A Git repository containing modular, readable Java and Python services. • Docker-ready builds that spin up Postgr...
...visuals. Data analysis is the heart of the job, yet I want the findings displayed in a modern web interface and, where it adds value, enhanced with lightweight 3D animations (think or similar) so patterns leap off the screen. Here is the flow I imagine: • Securely ingest CSV, JSON, or API-pulled data. • Perform statistical or exploratory analysis inside a well-structured codebase (Python on the back end or pure JS with Web Workers—open to your preferred stack). • Render interactive charts, maps, or models directly in the browser; if a 3D view clarifies insights, integrate it smoothly. • Package the whole solution in clean, documented code that I can host on a standard web server. Acceptance criteria – Accurate, reproducible analytical ...