P.Eng. with 24+ years in safety-critical energy systems (CNRL, Shell Canada), electrical power generation, distribution and utilization.
Curious and motivated to make a difference and creating value by developing products and services that benefit humanity.
Building open-source tools that bring institutional-grade analytical power to everyone.
| Project | What It Is | Tech |
|---|---|---|
| KalaBodha | Personal AI assistant powered by a knowledge graph you own — Dimensional Intelligence | Python, Neo4j, Ollama, AES-256-GCM |
| PAE | Personal Analytics Engine - institutional-grade financial analytics for individuals | Rust, Python, Plotly, Skfolio |
| Guardian Mesh | AI security governance - 5-enclave deterministic enforcement, formally verified | Rust, gRPC, ML-KEM, Lean 4 |
| SAIC | Sovereign AI Core - deterministic reasoning that proves its answers | Rust, Python, Z3, Neo4j, OWL 2 |
| Research Analyst | Automated multi-source research and report generation | Python, FastAPI, Capacitor |
All projects: AGPL-3.0. Self-hosted. User-owned data. Encrypted with your keys.
Beyond models and agents - toward AI that proves its answers, knows its limits, and earns trust through transparency.
- Trustworthy. Every answer is traceable. Graph-sourced facts are cited. Model-assisted content is labeled.
- Verifiable. Open source. Auditable audit trail. The code IS the methodology.
- Viable. Runs on your hardware. Works offline. No subscription required for full functionality.
- Tool calculates, user decides. Technology should make people more capable, not more dependent.
- Privacy by architecture. Your data is encrypted with keys only you hold. This is how the system is built, not a policy that could change.
- Honesty over confidence. VERIFIED or OUT OF SCOPE. Never a confident guess.
- Open source is the methodology. The code IS the audit trail.
How to design systems that reach their outcome on purpose, not by luck — a worked theory of convergent transformation, from control loops to financial markets.
Download my book on this topic: Output Convergence System
Relevant blog: Devinfo.dev Mirrored on AIMLDS
Blog on Power System and Smart Grids: Onsmartgrid
Educational Product on market research: Research Analyst
Educational product on Budget Planning and Macro economics: BEE
Encrypted Zero Leakage Notes Taking App: CipherNotes
24+ years of building systems where accuracy and safety are non-negotiable. The discipline that keeps a power grid running is the same discipline that makes an AI system trustworthy.
- Electrical Engineer (P.Eng.), APEGA Member
- Canadian Natural Resources (CNRL) - 2017 to present
- Shell Canada Energy - 2014 to 2017
- B.Eng. | MBA | Harvard Business School Online | IIM Calcutta
- Calgary, Alberta, Canada
- Web: nrupalakolkar.com
- GitHub: @nrupala
- LinkedIn: nrupalakolkar
- Twitter: @nrupal_akolkar
Building tools that bring institutional-grade AI to individuals - trustworthy, verifiable, and entirely yours.