Hi, I'm Umer, a Passion-Driven
Full Stack AI Engineer
Specialized in AI Agents, LLMs, and RAG Systems
My Journey
Over 3.5+ years I have moved from shipping web products to building intelligent systems that think, act, and automate. I design AI agents, orchestrate LLM-powered workflows, and deliver end-to-end applications that turn cutting-edge AI into real-world impact. I specialize in AI agents, LLMs, RAG, MCP, and full-stack delivery with Next.js, Node.js, NestJS, and Python.
Career History
Software Engineer
Sybrid Private Limited - A Lakson Group Company Jul 2025 - Present
Building AI-powered healthcare products end to end. Delivered LAM, a child health monitoring app with a LangChain + OpenAI assistant and a voice AI agent for symptom triage, alongside a React Native iOS app and its secure Node.js + Next.js backend. Implemented CI/CD pipelines to automate releases, cutting deployment time by 50%+.
Software Engineer
Kodexo Labs Oct 2024 - Jul 2025
Built generative AI products on Next.js, designing AI agents and agentic workflows that automate multi-step tasks. Delivered scalable AI solutions across LLM integration and cloud infrastructure.
Software Engineer
DotClick LLC Jun 2023 - Sep 2024
Developed and maintained scalable web applications using React, Node.js, and MongoDB.
React Developer
Askari Technologies Dec 2022 - May 2023
Worked on React projects, building user-friendly interfaces and implementing responsive designs.
Featured Portfolio
A curated selection of my most impactful work, ranging from web applications to AI-driven solutions.
"Memora AI" is a self-hosted memory layer that gives every AI tool you use one shared, persistent memory. Teach it something in Claude Code and Cursor already knows it — no copy-pasting, no re-explaining your stack every session. Instead of storing flat chat logs, it extracts entities and relationships into a live knowledge graph, so prompt tokens stay flat (~97% savings at 100 turns) no matter how long the history grows. Exposed over MCP, it runs entirely on your machine with zero API keys.
"AI Meeting Copilot" is a desktop app that sits in your meetings and does the note-taking for you. It captures audio live, transcribes it with speaker diarization, and lets you ask questions about what is being said while the meeting is still running. When the call ends it writes the summary, pulls out the decisions that were made, and extracts every action item — so nothing gets lost between the call and the follow-up. Past meetings stay searchable by meaning rather than keywords, using Gemini embeddings over a local vector store.
LAM is an AI-powered child health monitoring app that helps parents run quick diagnosis checks and understand results instantly. It includes an AI assistant that gives personalized recommendations based on symptoms and the child’s medical history. With voice support and smart tracking, it makes child healthcare more proactive and easy to manage.
"Design Heaven" is the ultimate all-in-one canvas editor for content creators. With a wide range of typography options, customizable designs, and seamless video editing tools, it transforms your workflow and makes creating stunning, professional posts effortless.
"Doc Stream App" is a real-time collaborative platform enabling users to seamlessly author, edit, and engage through live comments. Creators maintain control with customizable access permissions. Built with Next.js and Liveblocks, it redefines dynamic teamwork
Expertise
AI Agents & Agentic Workflows
Autonomous multi-step agents with tool use, planning, and orchestration across long-running tasks.
Large Language Models
Prompt engineering, structured output, token streaming, and evaluation across OpenAI, Claude, Gemini, and Groq.
RAG
Hybrid graph and vector retrieval that grounds models in private knowledge instead of guesswork.
Model Context Protocol
MCP servers that expose tools, resources, and shared memory to any AI client from one integration.
AI Automation
Pipelines that turn manual, repetitive workflows into autonomous systems that run themselves.
Full-Stack Development
Production apps end to end with Next.js, NestJS, Node.js, TypeScript, PostgreSQL, and MongoDB.
Cloud & Deployment
AWS, Docker, and CI/CD pipelines that ship reliably and stay observable in production.