Available for Opportunities

Hi, I'm Umar Habib —

I build AI systems that think, retrieve and ship to production.

  • AI Engineer
  • Automation Engineer
  • Full-Stack Developer

Multi-agent AI with LangGraph, automated business workflows, RAG pipelines, and full-stack apps on FastAPI and Next.js. Currently an AI & Automation Engineer at Connect Engineer and Consultant, Islamabad.

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Portrait of Umar Habib
Umar Habib Islamabad · Azad Kashmir, PK
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Currently

AI & Automation Engineer

Connect Engineer and Consultant · Islamabad

LLM agents · Workflow automation
0+Projects shipped
0+ yrsIndustry experience
0GitHub repos

01 — About

Engineer first. AI is the tool, reliable software is the goal.

Profile

I'm a Computer Science graduate from Azad Kashmir who builds practical AI software. My focus is agentic AI — multi-agent orchestration with LangGraph, retrieval-augmented generation, structured LLM outputs and human-in-the-loop guardrails.

On the backend I ship complete systems: FastAPI services with JWT/RBAC, SQLAlchemy and PostgreSQL + pgvector, Pydantic-validated contracts, pytest suites and Docker for repeatable delivery. Before that, I led software and web engineering at Tech Bri.

What I bring

  • Multi-agent systems that route, plan and synthesize
  • RAG over PDFs, DOCX and databases, with sources
  • Production-style APIs: auth, validation, tests
  • Guardrails so LLM output is safe to trust

02 — Stack

Tools I use to make things real.

Agentic AI & LLMs

Multi-agent orchestration, tool routing, structured outputs and guardrails.

LangGraphOpenAIClaude APIGeminiPrompt Engineering

Python Backend & APIs

REST APIs with auth, validation, ORMs, background jobs and tests.

PythonFastAPIPydantic v2SQLAlchemyJWT / RBACPytest

RAG & Data

Chunking, embeddings, vector search and data analysis.

pgvectorPostgreSQLPandasPlotly

Machine Learning

EDA, class imbalance, model comparison and deployment.

Scikit-learnNumPySeaborn

Frontend & DevOps

Clean UIs and reliable delivery pipelines.

StreamlitNext.jsReactDockerGit

03 — Projects

Selected work. Built to solve.

All repositories

04 — Experience

Where I've worked & what I learned.

  1. 2025 — PresentNow

    AI Engineer & Automation Engineer

    Connect Engineer and Consultant · Islamabad

    Building AI-powered solutions and automating business workflows: LLM and agent integrations, document and data-processing pipelines, and internal tools that cut repetitive manual work.

  2. 2025 — Present

    AI Engineer & Full-Stack Developer

    Independent Projects · Freelance

    End-to-end agentic AI products: multi-agent systems (LangGraph, Claude, OpenAI, Gemini), RAG pipelines and FastAPI backends. Recent work includes HireMind AI, AgentFlow AI, LeadGenAI and ProjectPilot AI.

  3. 2022 — 2024

    Software & Web Engineering Lead

    Tech Bri · Rawalakot, Azad Kashmir

    Managed full-stack development cycles for client-facing applications, standardised workflows across teams, oversaw system design for scalable web projects, and mentored developers through clean-code reviews.

Education

BS Computer Science

2021 — 2025 · CGPA 3.2
FYP: BridgeIt, a university–industry platform

Certification

Certified Full Stack Developer

SEO Park Rawalakot

Résumé

Download my CV

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