Postgresql programmingcông việc

...prioritizing free-tier services and low-cost options. • Logging: Record detailed logs for each run, including processed files, errors encountered, and final results for easy debugging. 3. Proposed Technical Implementation This is the recommended technical architecture to meet the above requirements efficiently and cost-effectively. Technology Stack • Platform: Google Cloud Platform (GCP) • Programming Language: Python 3.11+ • Compute Service: Google Cloud Functions (Generation 2) - A serverless environment that automatically scales and charges only when code runs. • Scheduling: Google Cloud Scheduler - A fully managed cron job service to trigger the Cloud Function on schedule. • Secret Storage: Google Secret Manager - Secure storage for the ...

...luồng dữ liệu từ Knowledge Graph (trên Supabase) -> Vector Store (pgvector) -> LLM để đảm bảo AI trả lời đúng ngữ cảnh, không bịa đặt (hallucination). ​Prompt Engineering & Management: Quản lý versioning các prompt template như quản lý code. Đảm bảo đầu ra của AI luôn là JSON chuẩn xác để App có thể render giao diện tương tác. ​B. Backend Architecture & Data (30% - The Foundation) ​Supabase / PostgreSQL Master: Thiết kế schema CSDL tối ưu cho cả dữ liệu quan hệ (Relational) và dữ liệu vector (Vector Search). Lưu trữ lịch sử chat và hành vi học tập để cá nhân hóa trải nghiệm. ​High Performance API: Xây dựng API (Python/TypeScript) hỗ trợ Streaming ...

...ro kỹ thuật khi Công ty lập trình làm sai ngay trong tuần. • Nhận bàn giao code (FastAPI + NextJS + PostgreSQL + Docker) Giai đoạn sau bàn giao: • Tiếp tục tham gia bảo trì, sửa lỗi, thêm tính năng đơn giản. • Quản lý, tối ưu server Ubuntu. • Triển khai docker-compose khi có cập nhật. Làm việc độc lập, không có team kỹ thuật hỗ trợ. ________________________________________ 2. YÊU CẦU KỸ NĂNG Backend • Kinh nghiệm thực tế với FastAPI • Thành thạo: o Python 3.10+ o SQLAlchemy o Pydantic o Alembic migration • Đọc hiểu API và check lỗi backend Frontend • Hiểu rõ NextJS 13–16 (App Router) • Biết fetch API, form handling, ...

...MVP đã hoàn thiện ~90%. Mình đang tìm 1 dev freelance để hỗ trợ hoàn thiện các phần còn lại: - Fix một số bugs còn lại - Hoàn thiện logic phần gợi ý outfit - Điều chỉnh UI nhẹ (React Native) - Đảm bảo backend hoạt động ổn định (Python - FastAPI) - Setup database (PostgreSQL 15) - Tạo hệ thống tracking: user behavior, click, download, lưu outfit, v.v. Mình có đủ thiết kế UI, flow, task cụ thể. Ưu tiên bạn nào có tinh thần startup, chủ động và làm việc nhanh gọn. Yêu cầu: - Có kinh nghiệm với React Native, Python FastAPI, PostgreSQL - Chủ động, tốc độ, tinh thần startup - Có thể làm remote - Mình có sẵn UI, flow, t...

...kiếm & tra cứu thông tin (bản đồ, danh sách, lọc theo tỉnh/thể loại) o Trang chi tiết thông tin: ảnh, mô tả, tọa độ, lịch sử, bình luận. o Đóng góp nội dung, hình ảnh, chỉnh sửa thông tin. o Tài khoản người dùng, bảng điểm o Quét QR code tại nơi gán thông tin (tích hợp camera). o Hiển thị “Điểm gần đây” → Gợi ý phương tiện di chuyển đến đó 2. Backend • Tech stack: Node.js (NestJS hoặc Express), PostgreSQL / MongoDB • API chính: o Xử lý tích điểm của hệ thông: CRUD, upload ảnh, đánh giá. o Quản lý tài khoản & vai trò (admin, đóng góp viên, kh&aacu...

...to understand what's happening. Requirements for bidding: Provide examples of previous apps you've worked on. It's okay if you only participated in a part of the app but specify which part are u in. To weed out those who don't read this description, please include the keyword "unread" at the beginning of your bid. Thank you. I am a developer and currently want to create an Android app. My programming language is not related to Kotlin, and I also have my own projects, so I don't have time for this side project. Therefore, I'm looking for someone to handle the tasks mentioned above....

Mình cần tìm 1 dev server springboot (Kotlin) xây dựng server + postgresql để xây dựng hệ thống quản lý nhà trọ. Mình đã handle về FE.

mình cần 1 bạn giúp mình viết code lập trình cho công việc chứng khoán của mình. Project khá nhỏ, chỉ chừng 50 code lines ạ. Ví dụ tương tự là thế này: Nếu bạn có thể nhắn tin communicate tiếng anh thì tốt quá ạ.

mình cần bạn giúp mình viết code lập trình cho công việc chứng khoán của mình. Ví dụ tương tự là thế này: Nếu bạn có thể nhắn tin communicate tiếng anh thì tốt quá ạ.

Mình tìm 1 bạn có kinh nghiệm về giải thuật di truyền biết python để giúp mình sửa đoạn code (tối ưu hàm số nhiều biến). Mọi thứ có hết rồi bạn chỉ cần giúp mình sửa code để chạy được và giúp mình 1 số thứ sau khi có kết quả (như vẻ biểu đồ, so sánh kết quả). Mình không học IT nên k biết nhiều về code Giá cả: Thương lượng theo mức độ

Mình tìm 1 bạn có kinh nghiệm về giải thuật di truyền biết python để giúp mình sửa đoạn code (tối ưu hàm số nhiều biến). Mọi thứ có hết rồi bạn chỉ cần giúp mình sửa code để chạy được và giúp mình 1 số thứ sau khi có kết quả (như vẻ biểu đồ, so sánh kết quả). Mình không học IT nên k biết nhiều về code Giá cả: Thương lượng theo mức độ

hiện tại mình có 1 đoạn code trên R nhưng thiếu mất 1 đoạn phải xây dựng bằng module DEAP trên python nên cần tìm 1 người giúp code đoạn này và nối 2 đoạn lại với nhau (1 đoạn bạn viết bằng python và 1 đoạn bằng R mình có). Chi tiết bài toán mình sẽ mô tả cho bạn liên quan lĩnh vực genetic programming và machine learning.

Vị trí: PHP/NodeJS Developer Yêu cầu: • Thành thạo ngôn ngữ lập trình PHP hoặc NodeJS. • Biết làm việc với một trong những framework thông dụng như Laravel, CodeIgniter, ExpressJS. • Có hiểu biết cơ bản về OOP (Lập trình hướng đối tượng) • Thành thạo trong thao tác với database (Mysql/PostgreSQL/MongoDB) • Có khả năng đọc hiểu tiếng Anh chuyên ngành • Nhiệt tình, năng động trong công việc. Có tinh thần cầu tiến, ham học hỏi, nghiên cứu công nghệ mới. Không ngại khó khăn, thử thách Mô tả công việc: • Phát triển ứng dụng trên nền tảng web • Ph&...

Dự án nói về cách giảm chi phí sản xuất và giảm tồn kho thông qua phương pháp fuzzy goal programming. Bây giờ mình chỉ cần code theo cái model mẫu đã gửi bên dưới và add data của mình vô sao cho nó chạy ra kết quả là được, nếu thiếu gì có thể hỏi mình hoặc chế data vô . Bài mẫu mình là dùng Lingo

Xin chào ! bạn có thể làm được dự án này https://www.freelancer.com/projects/C-Programming/Pubg-Cheat-BattlEye-bypass/ Skype : vominhdoi Tôi ở Việt Nam

Chào bạn, Hiện tại mình mới tham gia vào freelancer rất mong được kết nối với bạn để có thể hợp tác nhận các dự án mới. Kỹ năng của mình là phát triển website trên nền tảng .NET (MVC, .NET Core). Các kỹ năng khác như: Redis, RabbitMQ, SignalR, Slq, PostgreSql Thông tin liên hệ của mình là: Địa chỉ: Cầu Giấy - Hà Nội Sđt: 0989452004 Gmail: @ Skype: Xin cảm ơn.

Chào bạn, Hiện tại mình mới tham gia vào freelancer rất mong được kết nối với bạn để có thể hợp tác nhận các dự án mới. Kỹ năng của mình là phát triển website trên nền tảng .NET (MVC, .NET Core). Các kỹ năng khác như: Redis, RabbitMQ, SignalR, Slq, PostgreSql Thông tin liên hệ của mình là: Địa chỉ: Cầu Giấy - Hà Nội Sđt: 0989452004 Gmail: @ Skype: Xin cảm ơn.

Chào bạn, Hiện tại mình mới tham gia vào freelancer rất mong được kết nối với bạn để có thể hợp tác nhận các dự án mới. Kỹ năng của mình là phát triển website trên nền tảng .NET (MVC, .NET Core). Các kỹ năng khác như: Redis, RabbitMQ, SignalR, Slq, PostgreSql Thông tin liên hệ của mình là: Địa chỉ: Cầu Giấy - Hà Nội Sđt: 0989452004 Gmail: @ Skype: Xin cảm ơn.

Chào bạn, Hiện tại mình mới tham gia vào freelancer rất mong được kết nối với bạn để có thể hợp tác nhận các dự án mới. Kỹ năng của mình là phát triển website trên nền tảng .NET (MVC, .NET Core). Các kỹ năng khác như: Redis, RabbitMQ, SignalR, Slq, PostgreSql Thông tin liên hệ của mình là: Địa chỉ: Cầu Giấy - Hà Nội Sđt: 0989452004 Gmail: @ Skype: Xin cảm ơn.

Chào bạn, Hiện tại mình mới tham gia vào freelancer rất mong được kết nối với bạn để có thể hợp tác nhận các dự án mới. Kỹ năng của mình là phát triển website trên nền tảng .NET (MVC, .NET Core). Các kỹ năng khác như: Redis, RabbitMQ, SignalR, Slq, PostgreSql Thông tin liên hệ của mình là: Địa chỉ: Cầu Giấy - Hà Nội Sđt: 0989452004 Gmail: @ Skype: Xin cảm ơn.

how to do it, can you write language object-oriented programming, i'm not understand code , instruction feedback me great

I want to find one freelancer or 1 small team of Web Programming, Web Design (Web developing) to handle all the Web develop problems my system (from the works of new design, develop current website to operate, maintenance website systems, ..). If you are a freelancer, you can work full time for a certain company and cooperate with us part-time. Vietnamese freelancer or Vietnamese team is an advantage! Mình muốn tìm 1 freelancer hoặc 1 team nhỏ về Lập trình Web, thiết kế Web để xử lý tất cả các vấn đề Web cho các hệ thống bên tớ (từ thiết kế mới, phát triển website cũ tới vận hành, bảo trì,...). Nếu là freelancer có thể làm cho 1 công ty nào đó rồi hợp tác ngo...

I'm looking for an experienced CNC programmer to create precise, production-ready programs for machining composite materials. The end goal is to ensure high-quality, efficient production. Key Requirem...looking for an experienced CNC programmer to create precise, production-ready programs for machining composite materials. The end goal is to ensure high-quality, efficient production. Key Requirements: - Develop CNC programs tailored for composite materials. - Ensure precision and minimize waste. - Collaborate to optimize for production efficiency. Ideal Skills and Experience: - Proven CNC programming experience, particularly with composites. - Strong understanding of CNC machinery and tooling. - Ability to work within budget and timelines. - Problem-solving skills for proces...

I need a detail-oriented virtual assistant to hunt down real, mid-level Information Technology openings from New Zealand employers who already hold accredited status for visa sponsorship. Your daily focus will be to comb through official immigration lists, company career pages, LinkedIn, Seek, and any other reliable source, then curate roles that match my skill set—programming languages, project management, and cloud computing. Please verify that each company is on Immigration NZ’s accredited-employer register before adding an opportunity to the tracker. Accuracy on this point is essential. Deliverables • A shared spreadsheet (Google Sheets) updated at least three times a week, containing:  – Job title, company, and direct application link ...

...js. • Backend Development – Implement APIs, authentication, project workflows, messaging, referral system and analytics services. • Testing & Deployment – Conduct QA testing, fix issues and deploy the platform on the cloud environment. 3. Technologies Components Stack UI/UX Designer Figma Web Frontend React.js / , TypeScript Backend Node.js (Express / NestJS) or FastAPI Database PostgreSQL Automation Layer ● AI-assisted proposal drafting ● Pricing rules engine Authentication JWT (JSON Web Tokens) Infrastructure AWS / GCP / Azure Cloud 5. Third Party Expenses The project budget does not include expenses and third-party tools- Third Party Domain Registration Hosting (AWS and Infrastructure) ₹800 – ₹1500 yearly Cost ₹8,000 – ₹20,000 mo...

...data access, and front-end component libraries such as PrimeFaces or OmniFaces will be important. Here’s what I’m looking for you to handle: • Set up the JSF project structure (Maven or Gradle) • Build the core pages and managed beans that showcase best-practice navigation, validation, and session handling • Wire in persistence so the app reads/writes to a relational database (MySQL or PostgreSQL—your recommendation is welcome) • Implement basic security: login, role-based access, and CSRF protection • Package the finished WAR file and document any server-side configuration needed for deployment Clean, well-commented code and a quick walkthrough of how everything hangs together will serve as my acceptance criteria. If you&rsq...

We are looking for a smart card specialist with proven experience encoding and programming IC cards using the ACS ACR38 Smart Card Reader. Please apply only if you have hands-on experience with smart card encoding and programming using ACR-series readers. This is not a general software development job. We specifically need someone experienced with IC card encoding/programming. Project Goal We need assistance to: Install and configure the ACR38 smart card reader on our computer Encode 5 sample IC cards containing user biodata Confirm that the encoded cards can be successfully read using our CRT-288 Creator Card Reader Train us on how to encode additional cards ourselves Sample Card Data Each card will store simple user biodata such as: Card ID Name Phone Number Age ...

...(Spring Boot Core) Stateful Data Layer (Cassandra, PostgreSQL, Redis) Media + Search + Observability WebRTC Stack • Infrastructure: Are you planning to deploy on a our server • Version: need the latest official Signal Server (Java-based) • Customization : rebrand the app or simply run a private instance Configuration & Customization: Set up config .yml for production Optional branding or private instance configuration ________________________________________ Core System Requirements The official Server code is Java application requiring several dependencies: • Java Runtime: Spring Boot (The latest versions typically require Java 24) or Erlang/Elixir (Temurin distribution), though older guides (v1.88) used Java 11. • Databases: PostgreSQ...

Project: Telegram Job M...applicants Shortlist candidates For more, please check the attachment Download CVs View analytics. Automation System must support: AI candidate recommendations Smart job alerts Daily job digest Auto job reposting. Admin Panel Admin must be able to: Approve employers Monitor reports Manage promotions Send broadcast messages. Technical Requirements Suggested stack: Python (Aiogram) PostgreSQL Redis Ubuntu VPS Nginx The system must run on a low-resource VPS (1GB RAM, 1 vCPU). Deliverables Fully functional Telegram bot Database and backend VPS deployment Automation and AI integration A complete developer specification document is attached including: Full database schema Bot conversation flows VPS architecture Security and automat...

Project Overview Designed and implemented an intel...VANET-Specific Security Awareness Handles high mobility and dynamic topology Maintains low latency for safety messages Technologies Used SDN Controller: Ryu / ONOS VANET Simulator: SUMO + Mininet-WiFi ML/DL Model: LSTM Autoencoder / SVM / Random Forest/ use other technique than LSTM can use multimodel for transfer learning Dataset: SDN Specifc dataset Protocols: OpenFlow, TCP/UDP Programming: Python Performance Metrics Detection Accuracy: High (>95%) False Positive Rate: Low Mitigation Delay: Minimal Network Throughput & PDR: Improved post-mitigation Impact & Use Cases ✔ Secure smart transportation systems ✔ Prevention of service disruption in V2X communication ✔ Applicable to Smart Cities, ITS, Auto...

...signup, plan selection, payment gateway integration, plus granular permission sets for all four user roles. • Reporting & audit trails – Downloadable PDF sanction letters and system logs that satisfy bank compliance requirements. - All things as per referred website Tech stack guidance (flexible if you can justify alternatives): React or Vue front end, Node/Express or Django back end, PostgreSQL, Docker for containerisation, and AWS or GCP for deployment. AI components can leverage Python, scikit-learn, TensorFlow, or a third-party credit-risk API if it accelerates delivery. Chatbot may sit on Dialogflow or Microsoft Bot Framework; email/voice could integrate later through SendGrid and Twilio. Acceptance criteria 1. Demo environment accessible for all...

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...you’ll touch every layer of the stack—from server-side architecture and deployment scripts to pixel-perfect components—so broad curiosity and independent problem-solving are essential. Core expectations • Deep JavaScript fluency across Node.js and modern React • Confident MongoDB schema design and administration • Comfortable with Redis, WebRTC, socket protocols, and general server-side programming concepts • Ability to reason about algorithms, choose appropriate data structures, and write clean, testable code • Collaborative mindset; you’ll review code, discuss design decisions, and iterate quickly with the rest of the team This is a long-term, full-time role. If you thrive in an environment where you can own features ...

I need someone to configure a Telematics FMC650 device. The device should display information from the CANbus and allow control of a PLC via a desktop interface. Requirements: - Display the following CANbus data: - Engine performance data - Vehicle diagnostics - Fuel consumption - Control PLC with customized logic - Web-based interface for c...device should display information from the CANbus and allow control of a PLC via a desktop interface. Requirements: - Display the following CANbus data: - Engine performance data - Vehicle diagnostics - Fuel consumption - Control PLC with customized logic - Web-based interface for control Ideal Skills and Experience: - Experience with Telematics FMC650 - Knowledge of CANbus systems - PLC programming and control - Web interface d...

...Integrate white-label GPS tracking system • Implement real-time bus location ingestion • Develop digital ticketing and fare management system • Integrate payment gateway • Implement data analytics and reporting • Design scalable database architecture • Support high telemetry data ingestion (~2.5M GPS records/day) Technology Stack Preferred experience with: • Node.js (NestJS) or Java Spring Boot • PostgreSQL • Redis • Kafka or MQTT • REST APIs • WebSockets • Cloud deployment (AWS / Azure / DigitalOcean) Nice to Have • Experience with transport systems • Experience with IoT or GPS telemetry • Payment gateway integration • High-scale backend systems Project Duration 3–5 months Please incl...

I am looking for a developer with real experience working with MapStore. My platform already runs on Linux with PostgreSQL, PostGIS, GeoServer and MapStore. MapStore already includes MapFish Print as the printing engine. The goal of this task is not installing the whole system, but developing and configuring a custom print template in MapStore to generate PDF reports. Users of the platform can already: Log in to the system Filter records in a table Visualize the geometry of the selected record on the map Based on that selected record, the system should generate a structured PDF report. The report should include: Header / title section Attribute information from PostgreSQL/PostGIS A small table with indicators A map showing the selected geometry The PDF must be generated ...

I need a professional recruitment/hiring website built for "Vedam Talent" - an HR consultancy brand focused on connecting the right talent with the right companies. Project Requirements: 1. PUBLIC-FACING WEBSITE: - Clean, professional website under the brand name "Vedam Talent" - H...candidate applications - Shortlist, reject, or move candidates through hiring stages - Basic ATS (Applicant Tracking System) functionality - Client/company management (track which company each job is for) - Dashboard overview with key recruitment metrics (open roles, applicants, etc.) Tech Stack: Open to suggestions but prefer modern stack (React/ frontend, Node.js or Django backend, PostgreSQL/MySQL database). Please share your portfolio of similar HR/recruitment or job portal w...

I have a fully built mobile app called "Nanna Sankalpa" — a wellness and business coaching platform. It is built with: Frontend: React Native with Expo SDK 54, TypeScript, Expo Router Backend: , Node.js, PostgreSQL Hosted on: Replit What I need: Full end-to-end testing of the app (50+ screens) Bug fixing if any issues found Production AAB build for Google Play Store Help with Play Store listing and submission Ensure app works properly on all Android devices App features: 50+ wellness tools (breathing, brain training, focus timer, eye care, etc.) Premium subscription system Adviser/affiliate dashboard Trilingual support (English, Kannada, Telugu) Gamification (XP, streaks, badges, leaderboard) Admin panel Requirements: Experience with React Native and Expo Experie...

...some fairly basic geometric and mathematic calculations will need to be further applied (will be provided). And a corrected, final rotation point location as calculated will be the result, graphically and mathematically displayed by the application for a user. I will need to test and work with any efforts on my (Windows) desktop. Desktop and web versions are minimally planned for now. So a programming language(s) that could work effectively for both would be helpful. R and Python were largely tried previously (with various pluses and minuses about each), and I am open to any other language(s) as well. Additional descriptions needed for both the video tracking and solution facets to accomplish functional success are much more thoroughly detailed in separate documentation. That i...

...Review Request Link Shareable review link for WhatsApp, SMS, or email Landing page asking customer for rating 8. Optional AI Features AI sentiment analysis of feedback Suggested reply to negative feedback AI summary of customer feedback trends Technical Requirements Frontend: React.js / Responsive UI for mobile users Backend: Node.js / Python (FastAPI or Django) REST API Database: PostgreSQL or MongoDB Cloud Hosting: AWS / DigitalOcean / Vercel Other Integrations: Google Places API QR Code generation library Email notifications (SendGrid / SMTP) Security: User authentication Role-based access (Admin / Agency / Client) Additional Requirements: Clean modern UI Fast loading pages Scalable SaaS architecture Admin panel for platform management Documentation for future upgrade...

...practices. - Document your work clearly and communicate technical decisions with the team. What We’re Looking For - 1-4 years of experience in software engineering (internships and projects count). - Solid understanding of SDLC, version control, testing, and deployment workflows. - Familiarity with OpenAI/GenAI concepts (e.g., OpenAI APIs, ChatGPT, Claude). - Experience with at least one modern programming language (Python, Go, JavaScript/TypeScript, Java, etc.). - Ability to write clear technical documentation and communicate effectively with both technical and non‑technical teammates. - *Required* Strong ownership of personal career materials - including the ability to write your own resume and tailor it to specific job descriptions. (This signals attention to detail, pr...

I’m searching for a recruiter who can quickly locate and engage strong mid-level software developers for several open positions on my team. The ideal candidates will have a solid grounding in mainstream programming languages such as Java or Python and, just as importantly, be able to communicate at a C1 English level so they can collaborate comfortably with colleagues and clients. Here’s what I need from you: • Draft or refine a concise job brief that highlights the tech stack, growth path, and company culture. • Tap into your network, LinkedIn Recruiter, GitHub, Stack Overflow, or other sourcing tools to build a pipeline. • Screen résumés and run first-round interviews that check both technical capability and English fluency. • ...

Full-time availability (40+ hours per week) is required. Minimum 8+ years of professional experience in Django development is mandatory. =>Required Skills 3+ years of strong experience with Django and Django REST Framework Experience building scalable, high-performance backend systems Strong API architecture and development skills Payment gateway integration experience Database optimization (PostgreSQL preferred) Strong understanding of authentication, authorization & security best practices Clean architecture and well-structured coding standards Experience handling production-level applications =>Bonus Skills (Nice to Have) Experience with real-time systems (WebSockets / Django Channels) Experience in trading or fintech platforms Docker & deployment exper...

I have a geospatial platform running on a Linux server with PostgreSQL, PostGIS, GeoServer and MapStore. MapStore already includes MapFish Print as the printing engine. I am not looking to install MapFish from scratch, but rather to configure and develop a custom print template that can generate structured PDF reports. Currently, users can log in to the platform, filter records in a table, and visualize the corresponding geometry on the map. Based on the selected record, the system should be able to generate a PDF report. The report should include: A cover section or header Selected attribute fields from PostgreSQL/PostGIS A small table with indicators A map showing the geometry of the selected feature The report should be generated using MapFish parameters, not just...

Recommended Stack Mobile App: • Flutter (best for RTL + smooth animations + single codebase iOS/Android) • Local SQLite database for offline questions, scoring, and QR logic • Built-in QR scanner (camera-based, fully offline decoding) Back Office: • Lightweight web admin ( or React) • Node.js + PostgreSQL backend • Hosted CMS-style dashboard for content updates • Export game content as versioned JSON packages for app updates Architecture • Core game logic stored locally • Hebrew RTL primary layout • Language toggle via localization files • Dynamic scoring engine with state machine logic • Clean animation layer • Admin panel manages question sets, categories, QR mappings • Optional analytics stored server-side ...

...• Corrective actions • Responsible person • Due date tracking • Status monitoring ⸻ Investigation Report Generation Automated report generation including: • Incident summary • Sequence of events diagram • Causes identified • Corrective actions Export formats: • PDF • Word ⸻ 3. Technology Preference Backend • Node.js • Frontend • React Database • MongoDB or • PostgreSQL Diagram Engine (Important) • React Flow or • GoJS ⸻ 4. Deliverables The developer will deliver: 1. Web application (fully functional) 2. Database design 3. Interactive event diagram builder 4. Investigation workflow module 5. Report generation feature 6. Deployment on cloud server 7. Source code...

...distributed teams can talk in real time. The first milestone is a clean, reliable messaging and chat experience—think channels, private threads, @mentions, unread indicators, and searchable history—delivered as a responsive web app (React, Vue or similar is fine) backed by a secure, scalable API. Authentication must support email/password and OAuth (Google at minimum), messages need to store safely (PostgreSQL or MongoDB), and WebSocket-style live updates should keep the UI snappy without constant polling. Please containerise the stack with Docker so I can deploy easily to AWS or DigitalOcean. Down the road I may add file-sharing and task-management modules, so design the architecture with clear, documented endpoints and modular front-end components. For this phase ...

My small creative production studio needs a local, fully private AI stack that will sit on a 16 GB Mac Mini and behave like an operations assistant. I have already chosen the ai-stack-homelab project as the base; it ships with Dockerised n8n, Ollama (running Llama 3.2-class models), Open WebUI, PostgreSQL + pgvector, LiteLLM proxy and MCP integration. Your job is to install, configure and fine-tune that stack so it automates day-to-day admin without ever touching the public cloud. Immediate focus • Highest-priority workflow: detect inbound enquiries arriving via email, run them through the local LLM, then log each enquiry as a structured page inside my Notion space. No automatic replies for now—just clean, reliable capture so I can review and follow up manually. &bul...

...usual metrics plus a confusion matrix so I can judge class-wise performance. When the model is satisfactory, save it and wrap inference in a clean Streamlit app where a user uploads a single image and instantly sees the predicted disease name along with a confidence score. Additionally, integrate AI-based recommendations (e.g., treatment or prevention suggestions), a database (Django / SQLite / PostgreSQL) to store predictions and user uploads, and/or API endpoints so external apps or clients can access the model programmatically. Deliverables Notebook (.ipynb) with data loading, EDA, preprocessing, training, and evaluation containing the Streamlit interface ready to run with streamlit run Serialized model file (H5, PT, or SavedModel) listing every library and

...Sources The system must import or process data from: ERP exports (Excel / CSV) BOM spreadsheets production tracking spreadsheets production order PDFs design images and CAD files Future phases may use AI tools for document parsing and design search. Technology Stack (Flexible) Developers may propose alternatives, but preferred technologies include: Backend Python (FastAPI) or Node.js Database PostgreSQL / Supabase Frontend React / dashboard AI / Automation (future phases) OpenAI API OCR / document parsing Version control GitHub repository owned by client System should be modular so future developers can extend it. Deliverables & Ownership The client must receive: full source code GitHub repository access database schema documentation deployment instructions system architec...