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umarilly/README.md
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About Me

I'm a full-stack, AI & cloud-native engineer based in Islamabad, Pakistan — 3+ years shipping production SaaS end to end: responsive React/Next.js interfaces, Node.js/Nest.js backends, and hands-on LLM integration (OpenAI, Anthropic Claude, Gemini) deployed on AWS, GCP, and Docker.

I've driven Lighthouse performance scores to 95+, built zero-regression CI/CD pipelines, and mentored junior engineers along the way. Currently open for freelance and full-time remote roles.

3+
Years Experience
3+
LLM Providers Integrated
5+
Cloud Platforms & Tools
10+
Production Features Shipped

🎓 Education

Bahria University, Islamabad — BS Information Technology (2020 – 2024) 🏅 Gold Medalist · Batch Topper · CGPA 3.84/4.00

💼 Experience

Software Engineer @ Antematter Inc. — Jul 2024 – Aug 2026
  • Owned full-stack development of Pinx, Hybrid, and Stable Stakes, from Nest.js APIs to React UI
  • Built onboarding flows, wallet integrations, and user dashboards driving self-serve activation
  • Integrated OpenAI, Anthropic, and Grok LLMs to power AI-driven recommendations and agent features
  • Owned Nest.js/PostgreSQL backend APIs with Supabase and Prisma, powering React frontends
  • Led and mentored 3 junior engineers, driving code review standards and cutting PR defect rate by ~70%
  • Debugged production issues across the stack, driving Lighthouse scores to 95+ via optimization

React Next.js Nest.js PostgreSQL Supabase Prisma OpenAI Anthropic

Software Engineer @ Jidat IT Technologies — Mar 2024 – Jun 2024
  • Shipped 6 full-stack products end-to-end, from REST APIs to React UI, with 100% on-time delivery
  • Built BidDrive, a real-time car-auction platform with live bidding via Firebase, driving user engagement
  • Engineered Blue Nodes, a smart-heating dashboard with JWT-authenticated REST integration for live heating-program data and multi-step program management
  • Built ZohoSync, an OAuth2-integrated dashboard syncing Zoho CRM leads with automated token access management and role-separated admin/user portals
  • Collaborated with backend engineers, standardizing API contracts and cutting integration time by 25%
  • Built state management with Redux Toolkit and Zustand, eliminating data-sync bugs
  • Debugged frontend and backend issues independently, establishing a Jest suite with zero-regression CI/CD

React Firebase Tailwind CSS Shadcn/ui Redux Toolkit Zustand Jest

Software Engineer Intern @ Center of Excellence, AI — Feb 2023 – Jan 2024
  • Built Ocean Vue as a software engineer: a full-stack web platform powered by ML/DL, serving ship-classification predictions through a Python Flask REST API to a React dashboard for research stakeholders
  • Led AI acoustic classification research for naval ship recognition, achieving 96% accuracy
  • Drove a model upgrade to a deep-learning architecture, significantly outperforming all ML baselines
  • Owned the end-to-end data pipeline for large datasets, enabling scalable ML model training

React Python Flask TensorFlow Firebase

🚀 Featured Projects

Professional

Project Description Stack
Hybrid: Web3 AI Agent Platform Astro/React microfrontend platform powering Atlas (SSE-streamed AI research chat) and Agent Builder (configurable agents), backed by Nest.js/Prisma/Supabase React Astro Nest.js Supabase OpenAI LangChain
Stable Stakes Horse-racing fantasy contest platform on real race data (Equibase): pick'em/lineup contests, live lobby, Stripe wallet funding Next.js Nest.js MongoDB React Query Stripe
Pinx Global Markets Solana trading ecosystem — Privy wallet onboarding, live candlestick charts, real-time WebSocket data, on-chain Anchor escrow Next.js 15 Solana Anchor/Rust Privy WebSocket
BidDrive: Car Bidding Platform Full-stack car auction platform with live bidding via Firebase, admin panel, PayPal deposits React Firebase Material UI PayPal API
Blue Nodes Smart-heating fleet dashboard with JWT-authenticated REST integration for live program data React Vite Flowbite React REST/JWT

Personal

Project Description Stack
Loomi Smart-home platform: rooms/devices/scenes, live WebSocket updates, rules engine, Gemini-powered AI command bar Next.js FastAPI Prisma Supabase Gemini AI
Velunar AI Streaming AI chat assistant with Gemini/Groq backends, Supabase auth, saved chat history Next.js AI SDK Supabase Streaming
Ocean Vue Ship-type classifier from underwater acoustic recordings — deep-learning model at 96% accuracy Python Deep Learning Flask Firebase
The Foodie Full-stack food-ordering app: menu, cart, checkout, order tracking, admin panel Next.js Prisma PostgreSQL Auth.js
Pulse Track MERN workout tracker with JWT auth and an analytics dashboard (streaks, goals, trends) MongoDB Express React Node.js
Artistic NFT Hub Read-only Solana NFT dashboard fetching a wallet's collection on-chain via Metaplex React Solana Metaplex Vite
Churn Guard Customer-churn predictor: scikit-learn model, SHAP explainability, Gemini narratives Python FastAPI scikit-learn SHAP Gemini AI
CLI REPL Warp Terminal-styled command-line REPL with multi-session tabs and live price lookups React Vite Flask shadcn/ui
See the full case studies, live previews, and screenshots on my portfolio site.

🛠️ Tech Stack

Languages
JavaScript TypeScript Python SQL C++ HTML5 CSS3

Frontend
React Next.js React Native React Query Redux Tailwind Shadcn/ui

Backend & APIs
Node.js Express Nest.js FastAPI Flask GraphQL WebSockets

AI / ML
OpenAI Anthropic Gemini TensorFlow LangChain

Databases & Caching
PostgreSQL Supabase MongoDB MySQL Firebase Redis Prisma

Cloud & Infrastructure
AWS GCP Docker Vercel Oracle Cloud GitHub Actions

Testing, Practices & Tools

Jest Mocha Cypress Figma Git Linux Postman ESLint

Agile/Scrum · SOLID Principles · Clean Code · Code Reviews · CI/CD · Onboarding Flows · Responsive Design

📊 GitHub Stats

GitHub Streak

Followers Total Stars

🤝 Let's Connect

I'm open to freelance work, full-time remote roles, and interesting collaborations — especially around AI-native products and cloud-native infrastructure.

Portfolio LinkedIn Email

Islamabad, Pakistan 🇵🇰 · Available for freelance & full-time remote roles

Pinned Loading

  1. loomi loomi Public

    Full-stack smart-home platform with real-time WebSocket device control, an if-this-then-that automation engine, and a Gemini-powered AI command bar.

    TypeScript

  2. velunar-ai velunar-ai Public

    Velunar AI: Modern AI chat app - Next.js 16, streaming responses via Gemini/Groq, Supabase auth + saved chat history. Rebuilt from a semester-project Flask/Keras chatbot into a full-stack portfolio…

    TypeScript

  3. pulse-track pulse-track Public

    Pulse Track - Exercise tracker app lets users log workouts. Build using MongoDB, Express.js, React.js, and Node.js. Users create accounts, log in, and add exercises to their workout logs, each link…

    JavaScript

  4. ocean-vue ocean-vue Public

    OceanVue, a web application crafted with React.js, Python, Flask, and Firebase, empowers users to upload acoustic ship sounds for classification. Utilizing a Resnet 50 Deep Learning model, the proc…

    JavaScript