haseeb raza

Building agents that review research papers, then testing where their feedback holds up and where it falls apart at the Agentic Systems Lab.

Built a framework that asked five models the same sensitive questions as 15,552 synthetic personas. The answers changed depending on who the models thought was asking.

Cegléd · Built a production multilingual LLM extraction pipeline in Python that turns support conversations into 10+ structured fields across 4+ languages, feeding internal ticket routing. Packaged it as a reusable module with Docker, GitHub Actions, logging, and run-level metrics.

AI Department · Operationalized ACOM, an ant-colony mapping method for 2D document embedding. It beat PCA, t-SNE and UMAP by +11.6% neighborhood preservation and +3.8% trustworthiness on 20 Newsgroups. Accepted to ACM ICPS.

Department of Numerical Analysis · Built a Python pipeline that rejects bad finger-worn sensor data before comparing its heart-rate readings with ECG.

AI research · ELTE AI Department, Prof. László Gulyás · oral presentation at IntRob Fair 2026. Continuous embeddings are useful but hard to inspect. We placed documents on a discrete semantic grid, then checked what structure survived compared with PCA, t-SNE, and UMAP.

Responsible AI · RC2S2, ELTE · with Ildiko Barna, Renáta Németh, Márton Gosztonyi. Presented at STS NL 2026, University of Twente; accepted talk at the 17th ESA Conference, Warsaw, manuscript in preparation. We tested the same sensitive questions across 15,552 synthetic personas. The models' answers changed depending on who they thought was asking.

Budapest · Moved from Pakistan to Budapest on a Stipendium Hungaricum scholarship, selected from roughly 40,000 applicants.

Taught operating systems and data structures to 60+ students. Most weeks meant labs, code reviews, consultations, and a lot of debugging.

Kumar and I started with an empty room and no budget. The club grew to 200+ members and five project teams.

Helped new Stipendium Hungaricum students handle the first confusing weeks of university life in Hungary.

Ran mentor classes with a faculty mentor, giving new international students somewhere to bring the questions that never fit an official handbook.

Co-organized a 150-person agentic AI hackathon. Morgan Stanley, Wise, Loffice, and ElevenLabs joined as partners.