Now → 2 Years
Ship real product impact
- Build production APIs with TypeScript + Node/FastAPI.
- Own features end-to-end: UI, backend, data, deployment.
- Get strong at testing, observability, and system design.
Career Direction
Building modern systems that actually ship.
I want to operate where strong software engineering meets applied ML — designing products that are fast, reliable, and measurable in the real world.
TypeScript
React
Next.js
Node.js
Python
FastAPI
PostgreSQL
AWS
Docker
Kubernetes
Terraform
Kafka
Career Goals 🚀
2 → 5 Years
Lead systems with data + ML
- Design services that scale under real traffic and load.
- Deploy ML features with clear metrics and rollback plans.
- Mentor teammates and drive technical direction.
5+ Years
Build platforms people depend on
- Own platform-level architecture and developer experience.
- Work on products that make complex data usable.
- Contribute to open-source and publish technical writing.
Future Plan 🌌
What I want to be known for
I want to be the engineer who can turn ambiguity into working systems — clean interfaces, resilient services, and ML components that behave predictably in production.
- Reliable architectures over fragile demos.
- Fast iteration loops backed by real metrics.
- Practical ML that improves decisions, not just accuracy.