Experience.
Industrial attachment, contract and freelance work.
3 September 2026 to 21 September 2026
BdREN Innovation - Cortex
Team Lead, crawler team (industrial attachment)
- Lead Team A, the five-person crawler team: split the CUET capture into portions with named owners, and take the team's work through review in its pull requests.
- Cortex crawls a website, embeds it into a vector database and answers questions about it with citations. I built its CUET scraper: cuet.ac.bd is a Next.js app whose pages ship no content, so it reads the public JSON API first and renders only what the API misses, capturing 735 documents, all 382 faculty profiles and 1,106 linked files.
- Traced every document and file back to the page and endpoint it came from, so a citation downstream points at a real source, and added a 26-check verify stage and privacy rules that drop personal fields the site does not show.
- Hardened the team's shared crawler after review, with one rate limiter per host across pages, files and robots.txt, a record of every skipped page and failed download, and 13 new tests. Wrote the data guide the knowledge team builds on.
May to August 2026
Remote
Fleet AI, Inc.
AI evaluation contractor (Generalist)
- Wrote 70+ evaluation tasks for agentic AI: long multi-step workflows inside simulated enterprise software, each grounded in data that genuinely exists in that environment.
- Reviewed other contributors' tasks before they shipped, checking each was solvable, unambiguous, not a repeat, and correct at the edges where an agent goes wrong.
2025
Contract
Freelance
Web developer
- Built and shipped the English and French site for PIERRA, a Montreal exterior design firm, from brief to deployment.