Umar HarisDATA SCIENTIST

GENAI & APPLIED MACHINE LEARNING

Making data
useful.

I’m Umar. I build models and AI systems that help people make better decisions.

From understanding a recovery call to finding patterns in clinical text. Grounded in the problem. Built for the people using it.

Explore my work Download CV
FIG. 01FROM SIGNAL TO SYSTEM
Many signals, one useful systemA conceptual drawing: scattered input signals gather into a structured flow and become three clear outputs. INPUTPROCESSDECISION
A little structure changes everything.
Open to roles & collaborationsDelhi, India MSc Data Science · Essex · Distinction

A SELECTION OF MY WORK

Different signals.
Useful outcomes.

Explore all six projects
01

APPLIED AI / PRODUCTION

A recovery call.
A clearer next step.

Call recordings to summaries, case details and recommended actions. An end-to-end GenAI pipeline at Call Assist.

Explore the project
02

ADVANCED RAG APP / PERSONAL PROJECT

Ask your documents. Inspect the evidence.

Hybrid search, cross-encoder reranking and an evaluation harness that shows what each retrieval stage contributes. Code on GitHub.

 03

AI INSURANCE CLAIM VERIFICATION AGENT / PERSONAL PROJECT

Verify the claim. Keep people in control.

A LangGraph agent system for document checks, policy verification and fraud triage, with deterministic rules and human review gates.

THE PERSON BEHIND THE WORK

A pharmacy background.
A data science practice.

From pharmaceutical demand forecasting to production AI, I work across the data, the model and the system around it.

A bit more about me My experience