2025
Owned a goal to lead the move from AI experiments to value, rated Exceeds. Led a 33-session Philips University program for 492 learners, built an AI agent that checks requirements against IEC 62304 and brought it onto the company AI platform, and trained trainers so teams could carry AI adoption themselves. One team's AI confidence rose from 4.5 to 7.6 in three days.
In numbers
- 33sessions and 492 learners
- 23taught personally
- 4,103reached by the Copilot session
- 4.5to 7.6 AI confidence
NPS 10.
What mattered most
- 01
Ran a three-day GenAI workshop that lifted confidence 69%
An engineering team's leaders invited me to Plymouth, Minnesota, for three days of hands-on GenAI work; the team's confidence in using AI rose from 4.5 to 7.6 out of 10.
- 02
Built an AI agent for regulated requirements
I built an AI agent that takes requirements from ambiguous to reviewable and checks them against IEC 62304 and FDA guidance, then presented it to the software technical advisory board.
- 03
Led a 33-session learning program with Philips University
I designed and led a 2025 skill-building program with Philips University: 33 sessions, 492 learners, 8.9 out of 10, and I taught 23 of them.
- 04
Trained trainers so teams could lead their own AI adoption
With Philips University, I ran a train-the-trainer class for 34 people; the Bangalore team that took it went on to lead its own AI work and use it to speed up releases.
- 05
Brought AI-assisted coding to Philips University
I created a new Philips University course on coding with GitHub Copilot, covering daily productivity, technical debt and test writing; its announcement was seen by 4,103 people.
What people said
“He did an amazing job in conducting several PU led trainings, which were very positively rated and received by the participants, also resulting in higher funding from PU.”
By month
Also in 2025
- December 20252025 review: led the move from AI experiments to valueReview
- 24 November 2025Brought compliance checks into the company AI platformProject
- October 2025Demonstrated the requirements agent generating test scenarios from requirementsProject
- October 2025Scored a perfect 10 on a product quality reviewRecognition
- October 2025Started an Ultrasound test-log analysis project that grew into an AI defect-triage initiativeProject
- September 2025Presented the requirements and test-generation AI agent to the software technical advisory boardTalk
- September ~2025Posted a reflection on seven years at PhilipsWriting
- August 2025Taught an engineering community to use AI, rated 9.2 out of 10Talk
- 28 May 2025Recommended for any software management position by a principal engineer he hiredRecognition
- 1 May 2025Earned the code-health academy Developer Course certificate, Foundation levelCredential
- 1 May 2025Earned the code-health academy Developer Course certificate, Intermediate levelCredential
- 1 May 2025Earned the code-health academy certificate in Mastering Technical DebtCredential
- April 2025Taught the Leading Continuous Value Delivery courseTalk
- 21 March 2025Earned Google's Prompting Essentials certificateCredential
- 5 March 2025Taught teams to prioritize technical debt with dataTalk
- 25 February 2025Recommended by a Software Excellence colleague for leading digital transformation through influenceRecognition
- 20 February 2025Recommended by my former manager for leadership and DORA gainsRecognition
