Nilesh Khedkar.
AI that survives contact with the plant floor. 21 years in oil & gas maintenance and reliability, now building agentic AI that experts run themselves.

21+years in maintenance and reliability
<1 hrfor an expert to ship an AI agent, down from 2–3 weeks
Selected work All 6
- Expert-built AI agent platform for maintenance
A multi-agent platform where maintenance and reliability experts build, deploy and supervise their own AI agents without writing code.
- AI-native process mapping
A method and scoring framework for finding where AI belongs in a corporate process, before anyone writes a line of code.
- AI-Tutor, adaptive course delivery
A product that turns training material into adaptive courses that adjust pace and depth to each learner.
The Cost of Unwanted Intelligence
Book, in progress
The Cost of Unwanted Intelligence
Why enterprises pay for AI they don't use, told through the Intelligence Ledger and the six hidden costs that eat AI returns.
“The expert is the best person to automate the work.”
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On GitHub Commits and projects
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2,163 contributions in the last year
View as table
| Month | Contributions |
|---|---|
| Sep 2025 | 15 |
| Oct 2025 | 85 |
| Nov 2025 | 595 |
| Dec 2025 | 264 |
| Jan 2026 | 162 |
| Feb 2026 | 110 |
| Mar 2026 | 149 |
| Apr 2026 | 91 |
| May 2026 | 152 |
| Jun 2026 | 124 |
| Jul 2026 | 131 |
| Aug 2026 | 135 |
| Sep 2026 | 150 |
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Always happy to swap notes on AI in industry, maintenance and reliability.