Builder @ Toceta — ex-C3 AI / Oracle (distributed systems; telecom orchestration for 1B+ users). I build AI agents and hardware, and I run my entire life on a self-built AI OS that grades my discipline — in public, on this page. Proof over vibes; bias for shipping.
This site is operated by my AI life-OS. Every number below is computed from a tamper-evident ledger, not typed by hand — the score can’t be faked, and the misses stay on the record.
- Toceta Builder active — you are hereApr 2026 — present
Building AI-agent products and hardware — including the AI life-OS that runs this site. Shipping in public, and holding myself to it in the open.
AI agents LLMs Hardware Building in public - C3 AI Software Engineer IIDec 2024 — Apr 2026
Forecasting & orchestration at enterprise scale — a Map-Reduce workflow over 1M+ SKUs, glass-box forecast explainability (−33% stockouts), and a GCP↔Azure migration framework (−75% effort). £542K revenue impact; highest performance rating within 6 months.
Python JavaScript Cassandra Map-Reduce Multi-Cloud - Oracle MTS / Software Engineer IIJan 2022 — Dec 2024
NFVD orchestrator REST APIs in Java for telecom serving 1B+ users (+40% lifecycle efficiency, −37% production tickets). CSAR deploy framework; CI/CD + security automation (−80% manual effort). 2× Development Excellence Award.
Java Spring Boot Helidon OpenStack CI/CD JFrog - Interviews Master DSA InstructorMay 2021 — Dec 2021
Designed and taught a Data Structures & Algorithms curriculum to US graduate and career-transition students; 70% completion-to-conversion.
Teaching DSA C++ - IEM, Kolkata B.Tech, Computer Science— 2021
Computer Science Engineering · CGPA 9.14. ACM-ICPC Regionals (2019–2020). The origin point.
Algorithms Systems - what’s next