> whoami
name:
Sai Vamshi
role:
builder
focus:
AI systems
backend architecture
distributed infrastructure
mission:
build things that survive production- Train → deploy → monitor ML models
- Build APIs that handle real traffic
- Design infra that doesn’t collapse
- Ship fast → fix → scale
|
Python |
NodeJS • TS |
Postgres • Redis |
Docker • K8s • AWS |
> engineer --stack
AI:
██████████ Python
Backend:
█████████░ NodeJS
█████████░ TypeScript
████████░░ NextJS
Database:
██████████ PostgreSQL
█████████░ Redis
Infrastructure:
██████████ Docker
█████████░ Kubernetes
████████░░ AWS
status:
building systems 🚀- ML pipeline → 50K+ requests/day
- Data system → 100M+ events/day
- Infra → 99.99% uptime
- LLM systems
- real-time inference
- distributed pipelines
- infra automation
If it’s not deployed, it doesn’t exist. If it doesn’t scale, it’s broken.
> run engineer --mode=production
loading modules...
✔ ml systems ready
✔ backend deployed
✔ infra stable
status: shipping 🚀
