umarrr User
@umarrruser
Full-stack engineer building AI-powered products with RAG, REST APIs, and modern web stacks.
What I'm looking for
I’m a full-stack engineer focused on shipping AI-enabled products that feel fast, reliable, and genuinely useful. I’m currently building production-ready applications across AI SaaS, RAG, CRM, and computer vision using modern web and backend frameworks.
In my Independent Technical Projects, I engineered resilient multi-model AI architectures integrating Gemini and Groq with automatic provider fallback to keep AI services running uninterrupted. I also built reusable document processing pipelines using PDF.js, LangChain, ChromaDB, and OCR to enable semantic search and AI-powered retrieval.
Across projects, I’ve delivered end-to-end systems like a Multi-Agent AI Study Assistant with personalized roadmaps and quiz generation, and an Aura CRM that summarizes customer email conversations with Google Gemini. I also implemented lead prioritization with a Pinecone-based semantic priority matrix and added context-aware reply generation with customizable tone.
I’m equally comfortable with mobile and computer vision work—architecting VibeMatch with React Native and FastAPI, and building Reunite AI using OpenCV facial recognition and image similarity for lost-and-found matching. I bring a strong engineering foundation from my B.E. in Computer Science and certifications across networking and cloud.
Experience
Work history, roles, and key accomplishments
Full-Stack Engineering
Independent Technical Projects
Jan 2025 - Present (1 year 6 months)
Built four production-ready applications across AI SaaS, RAG, CRM, and computer vision using Next.js, React, Node.js, FastAPI, Python, and OpenCV. Engineered multi-model AI integration with Gemini and Groq provider fallback and developed document processing pipelines for semantic search using PDF.js, LangChain, ChromaDB, and OCR.
Education
Degrees, certifications, and relevant coursework
JSS Academy of Technical Education
Bachelor of Engineering, Computer Science
2023 - 2027
Pursuing a Bachelor of Engineering in Computer Science. Coursework includes data structures, OOP, DBMS, operating systems, computer networks, cloud computing, machine learning, and software engineering.
Availability
Location
Authorized to work in
Job categories
Skills
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