AI engineer & full-stack builder.
Shipping at CERN, building on the side.
I build LLM agents, RAG systems, and production ML end-to-end. At CERN I ship the workflow-management stack that keeps CMS physics production running, plus Archi, our open-source RAG copilot for computing operations. Outside of CERN I build smaller LLM projects — CloudCanvasAI, Gemini Alchemy, LLM DevMate — that let me experiment with agent tooling, sandboxing, and model-ergonomics ideas.
Career timeline
End-to-end web systems for physics data workflows on the Worldwide LHC Computing Grid. React, FastAPI, Kubernetes/ArgoCD, Oracle/Mongo/MySQL. 2024 CMS Award recipient.
Activity recognition & action segmentation for the factory floor. PyQt + Django + VueJS on AWS. +10% accuracy on flagship model. Published at ECCV 2024 and ISMAR 2022.
CI/CD automation for the agent-based simulation platform — Docker + GitHub Actions. Refreshed publishing workflows from Binder to JupyterLab.
Time-series forecasting models in R and Python, integrated into a supply-chain operations MVP deployed on AWS.
Led lab sessions and graded assignments for a class of 60+ students.
3.78/4.00 CGPA, Magna Cum Laude. Rector’s List (Fall 2020, Spring 2021), Dean’s List ×5.
Selected work
P&R Dashboard
Operational control plane for CMS production and reprocessing. React + FastAPI, CERN SSO, audit logging, workflow monitoring.
Archi
LLM-powered conversational AI for operational intelligence. Document ingestion, semantic search, and retrieval-augmented answers.
CloudCanvasAI
AI document creation platform pairing Claude with a live .docx / .pptx / .pdf / .xlsx preview and per-user E2B sandboxes.
ArgRAG
Enterprise RAG system built in 24 hours for multi-modal analysis, metadata intelligence, and real-time corporate document search.
Selected publications
Awards & hackathons
- 2024 CMS Award for maintaining and innovating the unified CMS software base.
- Runner-up · Argusa AI Challenge 2025 at EPFL.
- 2nd Prize · GovTech Hackathon 2021 (World Bank + Code for Pakistan).
- Top 10 finalist · CERN Webfest 2021.
- Certified Kubernetes Application Developer (CKAD).
- Machine Learning by Andrew Ng (Coursera); GCP Big Data & ML Fundamentals.
Tech stack
Let’s talk
Fastest way to reach me is by email. I reply on LinkedIn too, and I’m always up for notes on the open-source work.