About

A 5-year arc from real-time ML to production agentic systems.

I started in computer vision, speech, and NLP, then moved into RAG, document intelligence, and multi-agent AI platforms. That path gave me both strong ML foundations and the engineering judgment needed to ship production products.

Current focus

AI/ML Engineer | LLM and Multi-Agent Systems Specialist

Designing dependable AI systems that combine deterministic software, LLM reasoning, cloud AI services, and human review. The recurring theme is simple: use AI where it creates leverage, then wrap it in the engineering controls production systems need.

Research layer

Privacy-preserving ML and federated learning

Currently pursuing a Master's by Research in Artificial Intelligence at UniKL MIIT, with a focus on privacy-preserving ML, federated learning, and deployment-ready AI systems.

Timeline

Experience shaped by shipped systems.

Nov 2023 - Present

Remote | Company based in Lahore, Pakistan & United States

Premier NX

AI Engineer

Architected production AI systems across multi-agent analytics, QA evaluation, document intelligence, RAG, voice agents, and internal AI workspaces.

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Apr 2022 - Nov 2023

Lahore, Pakistan

VdoTok

Data Scientist

Built real-time ML and NLP systems for communication products, including WebRTC inference, emotion recognition, BERT pipelines, and voice FAQ workflows.

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Sep 2021 - 2022

Lahore, Pakistan

Norgic AB

Software Engineer, Data Science

Contributed to OCR, computer vision, data annotation, virtual try-on, and 3D body measurement research initiatives.