hey, i'm
mubarak.
second-year computational math @ waterloo. currently a ai engineer at coolhand labs.
>
- >now · ai engineer at coolhand labs, shipping across a rails app, node/python sdks, and a cli. built an llm session-capture pipeline and fixed a dedup bug down to one idempotent row per session.
- >before · python pipelines at kassam trading, processing 10k+ rows of multi-currency export data.
- >side · toolmind (2k+ users, 90+ ai tools), barakah link (donor-to-recipient fintech mvp), ml quant trading system. 4k+ users across shipped projects.
- >weekends · uw formula electric, cricket, gym, and finance reading.
- >won · 2x hackathon winner: drclaudius (e7 claude) + toolmind.
Claude