the machine belongs to towalet — full-stack & backend developer. CS Cloud Computing @ Sheridan. Mississauga, or somewhere near it.
it builds things with Django, FastAPI, .NET and AWS. mostly backends. mostly at night.
current obsession: BeatScan — teaching the machine to hear a stolen beat inside any song.
it has not left this room in a long time.
// it reads the logs so you don't have to
AI-powered deployment debugger. Feed it your logs and configs; it returns an evidence-backed root-cause diagnosis instead of a guess.
PYTHON · LLM PIPELINE · LOG FORENSICS
open source ↗// it can hear your song inside someone else's
Cloud app that detects unauthorized beat usage through audio fingerprinting. Producers upload a beat; BeatScan finds where it was used without permission.
AUDIO FINGERPRINTING · CLOUD · DJANGO / AWS
open source ↗// it counts everything. everything.
SaaS starter backend: API keys, rate limits, quotas, usage metering and billing-ready reports. FastAPI + Postgres + Redis, dockerized.
FASTAPI · POSTGRES · REDIS · DOCKER
open source ↗// many threads. all of them busy. doing what?
Parallel programming experiments in Python — splitting work across cores and measuring what actually gets faster.
PYTHON · MULTIPROCESSING · BENCHMARKS
open source ↗
// it answers. usually within a day. usually.
say hello before it says hello first.
it is now safe to turn off your computer.