Senior software architect and engineer based in Munich π©πͺ, currently pursuing an MSCS at UT Austin while building a rigorous foundation in machine learning and computer science theory.
25 years of software engineering β distributed systems, cloud infrastructure, real-time data at scale β now combining with graduate-level ML and statistics.
| Domain | Experience | Status |
|---|---|---|
| Java ecosystem | 25 years | Fading βοΈβοΈπ |
| Cloud architecture (AWS Certified, hands on in Azure) | 10 years | Stable βοΈβοΈβοΈ |
| Distributed systems (expert in Apache Kafka) | 10 years | Stable βοΈβοΈβοΈ |
| Kubernetes (CKAD, experienced in designing PCI-compliant cluster) | 8 years | Stable βοΈβοΈβοΈ |
| Databases (relational and non-relational) | 20 years | Stable βοΈβοΈβοΈ |
| Machine Learning (strong theoretical foundations; working toward RLHF methods and evaluation) | Since 2022 | Rising ππβοΈ |
- Master of Science in Computer Science β UT Austin (in progress)
- MicroMasters in Statistics and Data Science β MITx
- B.Tech Electrical Engineering β NIT Calicut
- [
rl-course] β Reinforcement learning from first principles: bandit algorithms β dynamic programming β tabular RL β deep RL, implemented alongside Sutton & Barto