AI Engineer & Full-Stack Builder. LLM Agents, RAG Systems, and Production ML
Software Engineer at CERN, building AI & HPC tooling for the CMS experiment
hassanahmed.net Β· GitHub Β· CERN GitLab Β· LinkedIn Β· Google Scholar Β· DevPost
I build workflow management HPC tools for the CMS experiment at CERN. Recently, I've focused on scaling WMCore operations, deploying operational dashboards, and building LLM tools like Archi. Previously, I built production ML systems end-to-end in computer vision and NLP domains at Retrocausal AI.
- π Currently: operating and extending WMCore + Unified and the P&R Dashboard for CMS production & reprocessing workflows across the WLCG. Most commits live on CERN GitLab.
- π€ Building: Archi β an open-source RAG/LLM copilot for scientific and academic operations (MIT Γ CMS).
- π οΈ Daily stack: React, FastAPI, Kubernetes, ArgoCD, Puppet, OpenSearch.
- π Previously: Research Engineer in CV/ML at Retrocausal (2021β2023); CERN openlab Summer Student (2021).
| Project | What it is |
|---|---|
| CMS Workflow Management DevOps | Operating and extending WMCore + Unified so CMS Monte Carlo and reconstruction workloads stay healthy across WLCG sites. β WMCore Β· CMSProductionReprocessing |
| Archi β LLM Copilot for CMS Ops | RAG platform built with MIT for CERN: SSO-authenticated ingestion, MCP-enabled knowledge access, ReAct agents, containerized sandbox execution. β archi-physics/archi |
| ARGRAG β Argusa AI Challenge 2025 οΏ½οΏ½οΏ½ | Runner-Up at EPFL. Multi-modal RAG over complex enterprise document corpora: 15+ file formats, Vision AI, ChromaDB, sub-5s responses. β Announcement |
| CloudCanvasAI | AI-powered document creation platform pairing Claude with a live .docx/.pptx/.pdf/.xlsx preview. React + FastAPI + E2B per-user sandboxes + Firebase auth. β hassan11196/CloudCanvasAI |
| LLM DevMate | VSCode extension that streamlines pasting code context into LLMs β one-click copy, token-aware, works with OpenAI and more. β hassan11196/llm-dev-mate |
| Gemini Alchemy | Gemini-powered tool that turns abstract ideas into visually appealing mindmaps. FastAPI backend + Streamlit frontend. β hassan11196/gemini-alchemy |
Languages
Frameworks
Data & ML
DevOps & Cloud
Databases
- π₯ 2024 CMS Award β contributions to the Unified software ecosystem and operator tooling for CMS production & reprocessing workflows.
- π₯ Runner-Up, Argusa AI Challenge 2025 at EPFL.
- π₯ 2nd Prize, GovTech Hackathon 2021 β Code for Pakistan Γ World Bank.
- π Top 10 Finalist, CERN Webfest 2021.
- π Certified Kubernetes Application Developer (CKAD).
