computational linguist turned llm systems engineer — i build free-tier-first, failure-aware routing and agent systems that stay reliable when individual providers don't.
B.A. Linguistics (syntax, hci, computational linguistics; AI thesis) · Fortinet NSE 1–3 · Cisco CyberOps
- flippy — multi-provider llm failover router + agent harness. semantic cache, quota-aware routing, key rotation. stdlib-only core. 147 tests.
- dont-get-rekt — crypto signal engine: multi-chain ingestion → sqlite → llm judge → paper trades. 30-day pre-registered evaluation running.
- verysketchy.lol — memecoin exposure auction on cloudflare workers. on-chain payments across solana/eth/base/monad.
- just-hired — job ingestion: worker cron → sqlite dedup → last-12h board + ats resume builder.
| layer | technologies |
|---|---|
| languages | python, sql, bash, javascript |
| deployment | docker, cloudflare workers, netlify, github actions ci |
| data | sqlite (schema design, indexed queries, FK constraints) |
| security | ssrf guards, path jails, env stripping, key redaction |
- router core has zero pip dependencies — if it needs a framework to work, i redesign
- evaluation protocols commit success criteria before results are known
- post-mortems written for real bugs found (POSTMORTEMS.md)
- x/twitter: @promptcracka
- youtube/tiktok/ig: @promptkracka
- github: Rawbeew