Talks and workshops

Since 2010 I have taught more than 150 sessions to over 5,000 people, at every company I have worked for and at more than 25 colleges. I teach what I practice: writing software that lasts, measuring delivery honestly, and using AI responsibly in regulated engineering.

150+

talks, workshops and training sessions since 2010

At IBM, Exeter, Amazon and Philips, and at more than 25 colleges.

5,000+

people in those sessions

Counting only sessions with a recorded headcount; most internal sessions record feedback responses only.

174 sessions in 56 topics. Each card covers every time I ran a topic. Open it for the dates, ratings and participant comments.

AI in software engineering

Using AI for coding, requirements, traceability and testing under IEC 62304, with people making the final call.

Responsible AI · regulated medical softwareAt Philips North America my work centers on digital transformation in regulated software and systems development, through the responsible use of AI.

11 topics41 sessions

  1. 4

    sessions for Philips University learners

    8.6
    2026
    9.3
     
    8.7
     
    8.7
     

    Scale from 7 to 10

    Foundational AI awareness: context engineering

    • Feedback forms
    • Session
    See the 4 sessions
  2. 10

    out of 10, rated by AI hackathon participants in Mexico

    Participant rating

    AI prompting for hackathon teams

    • 2 quotes
    • Interactive session
    See the session
  3. 3

    sessions for Philips University learners

    8.9
    2026
    9.1
     
    8
     

    Scale from 7 to 10

    IEC 62304, and how AI helps you stay compliant

    • Feedback forms
    • Session
    See the 3 sessions
  4. 3

    sessions for Philips University learners in non-technical roles

    9.2
    2026
    9.3
     
    8.4
     

    Scale from 7 to 10

    Office 365 Copilot for non-technical roles

    • Feedback forms
    • Session
    See the 3 sessions
  5. 4

    sessions for Philips image-guided therapy engineers

    8.2
    2026
    7.2
     
    8.2
     
    8
     

    Scale from 6 to 10

    AI-augmented software engineering

    • Feedback forms
    • Session
    See the 4 sessions
  6. 4

    sessions for Philips engineering, IT and operations communities

    9.2
    2025
    10
    2026

    Scale from 8 to 10

    AI at work for Philips communities

    • Co-presenter
    • Feedback forms
    See the 4 sessions
  7. 11

    sessions for Philips engineers, mostly through Philips University

    8.9
    2025
    9
     
    8.9
     
    8.5
     
    9.1
     
    8.9
     
    8.8
     
    8.9
     
    7.5
    2026
    9.1
     
    9.3
     

    Scale from 6 to 10

    Coding with GitHub Copilot

    • 15 quotes
    • Training
    See the 11 sessions
  8. 3

    sessions for the Philips North America analytics community

    8.9
    2026
    9.5
     
    10
     

    Scale from 7 to 10

    Prompt and context engineering for analysts

    • Feedback forms
    • Session
    See the 3 sessions
  9. 4

    sessions for Philips engineering audiences

    One square per session. 80 people counted in 1 of them

    AI for requirements, traceability and test generation

    • Co-presenter
    • Session
    See the 4 sessions
  10. 3

    sessions for one Philips device team in Plymouth, Minnesota

    8.8
    2025
    8.9
     
    8.9
     

    Scale from 7 to 10

    Hands-on GenAI for a device software team

    • Feedback forms
    • Hands-on workshop
    See the 3 sessions
  11. Software tools demo, including GitHub Copilot

    Format
    Event demo
    Audience
    Philips Innovation & Strategy, Cambridge
    My role
    Speaker
    • Event demo
    See the session

Code quality and craft

Quality gates at the developer desk, technical debt you can see, and design that lasts.

15 topics45 sessions

  1. 7

    sessions for Philips engineers and leaders

    8.3
    2019
    8
    2025
    9.7
     
    9
     
    8.8
     
    8.7
    2026

    Scale from 7 to 10

    Technical debt and CodeScene

    • 8 quotes
    • Session
    See the 7 sessions
  2. 3

    sessions for students and Philips engineers

    One square per session. Orange: 1 with participant feedback

    SOLID principles

    • Feedback forms
    • Awareness seminar
    See the 3 sessions
  3. ~50

    Philips engineers in Bengaluru, in the room and online

    Back to basics: design, code, test and review patterns

    • Feedback forms
    • Hands-on workshop (2h)
    See the session
  4. 13

    refactoring workshop sessions for Philips software teams at several sites

    One square per session

    Refactoring workshops

    • Program lead
    • Workshop series
    See the sessions
  5. 2

    sessions for Philips teams and The Developers Conference in Brazil

    One square per session. Orange: 1 with participant feedback

    Shift-left quality

    • Feedback forms
    • Demo session
    See the 2 sessions
  6. 4

    sessions for Philips engineers in India

    9.5
    2019
    9.4
    2020
    8.9
     
    10
     

    Scale from 7 to 10

    A coding practice program, with dojos and pairing

    • Co-presenter
    • Feedback forms
    See the 4 sessions
  7. 8.7

    out of 10, rated by a Philips software team

    Participant rating

    Microservices, reliability and design thinking

    • 1 quote
    • Session
    See the session
  8. 2

    sessions for a Philips software team

    10
    2019
    8.5
    2020

    Scale from 7 to 10

    Mutation testing

    • Feedback forms
    • Workshop
    See the 2 sessions
  9. 3

    sessions for Philips software teams

    8.9
    2019
    9.1
     

    Scale from 7 to 10

    Code quality tooling

    • 4 quotes
    • Training
    See the 3 sessions
  10. 6

    sessions for Philips software teams in India

    8.9
    2019
    8.1
     
    9.5
     
    8.7
     
    8.7
     

    Scale from 7 to 10

    Clean code and test-driven development

    • 6 quotes
    • Workshop
    See the 6 sessions
  11. 4

    sessions for Philips software teams and the wider Philips software community

    8.5
    2019
    8.8
     

    Scale from 7 to 10

    Finding and removing duplicate code

    • 2 quotes
    • Talk
    See the 4 sessions
  12. 100

    people at Philips India

    Program behaviour metrics: tracking how code behaves, live

    • Hands-on workshop
    See the session
  13. 13

    feedback responses from Philips software teams in Bengaluru

    Java best practices

    • Feedback forms
    • Session
    See the session
  14. 6

    sessions for students and Exeter engineers

    One square per session. 240 people counted in 5 of them

    Design patterns

    • Hands-on workshop
    See the 6 sessions
  15. 2

    presentations of a visual dependency management tool, at an IBM quality symposium and the CCT-2010 conference

    One square per session

    A visual dependency management tool

    • Paper presentation
    See the 2 sessions

Delivery and engineering practice

DORA metrics, continuous value delivery and agile ways of working, used to manage, not to keep score.

6 topics24 sessions

  1. 5

    sessions for Philips University learners and internal communities

    8.4
    2025
    7.5
     
    9
     
    8.5
     
    9
    2026

    Scale from 6 to 10

    DORA metrics for software leaders

    • Feedback forms
    • Workshop
    See the 5 sessions
  2. 4

    sessions for Philips University learners

    9.2
    2025
    9
     
    9
     
    8.3
     

    Scale from 7 to 10

    Leading continuous value delivery

    • 7 quotes
    • Workshop
    See the 4 sessions
  3. 6

    sessions for Philips software teams

    8
    2023
    8.6
    2024
    9.6
    2025
    8.6
     

    Scale from 7 to 10

    GitHub foundations

    • Co-presenter
    • 1 quote
    See the 6 sessions
  4. Why great software companies obsess about developer experience

    Format
    Talk
    Audience
    Philips engineering audience
    My role
    Speaker
    • Talk
    See the session
  5. 22

    people at a Philips global software excellence conference

    Observability for customer delight

    • Workshop
    See the session
  6. 7

    sessions for Amazon and Exeter engineers

    4.1
    2016
    4.5
     
    4.6
    2017
    3.9
    2018
    4.6
     

    Scale from 3 to 5

    Agile software development workshops

    • Feedback forms
    • Workshop
    See the 7 sessions

Hiring and team culture

Sessions that raised the bar for interviewers and hiring managers.

3 topics14 sessions

  1. 6

    sessions for Philips interviewers

    9
    2019
    9.7
    2020
    7.3
     
    9
    2021
    8.5
     

    Scale from 6 to 10

    Interviewer skills

    • 4 quotes
    • Session
    See the 6 sessions
  2. 7

    sessions for Philips hiring managers and interviewers

    One square per session

    Bar-raiser interviewing

    • Feedback forms
    • Training
    See the 7 sessions
  3. Cultural behaviours workshop

    Format
    Workshop
    Audience
    Philips team
    My role
    Speaker
    • Workshop
    See the session

For students

Interviews, careers, learning habits and the technology behind everyday products, at engineering colleges.

12 topics33 sessions

  1. 3

    sessions for students at BMSIT and SIT

    One square per session. 200 people counted in 3 of them

    A learning attitude

    • Awareness seminar
    See the 3 sessions
  2. 2

    sessions for students at SIT and Pramti Hillview Academy

    One square per session. 100 people counted in 2 of them

    Dealing with uncertainty

    • Awareness seminar
    See the 2 sessions
  3. 5

    sessions for students at SIT and Dr. AIT

    One square per session. 390 people counted in 5 of them

    Presenting and technical writing

    • Awareness seminar
    See the 5 sessions
  4. 2

    sessions for students at BMSIT and SIT

    One square per session. 360 people counted in 2 of them

    How social networks work

    • Awareness seminar
    See the 2 sessions
  5. 6

    sessions for students at four colleges

    One square per session. 400 people counted in 6 of them

    Interviews and careers in IT

    • Awareness seminar
    See the 6 sessions
  6. 4

    sessions for students at three colleges and the Computer Society of India

    One square per session. 120 people counted in 2 of them

    Web technologies

    • Co-presenter
    • Awareness seminar
    See the 4 sessions
  7. 60

    students at Vemana Institute of Technology

    C# and .NET

    • Hands-on workshop
    See the session
  8. 60

    students at MVJCE

    Coding before coding

    • Awareness seminar
    See the session
  9. 60

    students at VVIET

    Android application development

    • Hands-on workshop
    See the session
  10. 5

    sessions for engineering students at four colleges

    One square per session. 360 people counted in 5 of them

    Java, J2EE, Struts and Hibernate

    • Hands-on workshop
    See the 5 sessions
  11. 60

    students at MVJCE

    4G internet and associated technologies

    • Awareness seminar
    See the session
  12. 2

    sessions for students at ISiM and RVCE

    One square per session. 80 people counted in 2 of them

    T2E Challenge workshops

    • Hands-on workshop
    See the 2 sessions

Conferences, judging and community

Panels, hackathons, contest judging, and yoga sessions outside engineering.

9 topics17 sessions

  1. Ultrasound virtualisation

    Format
    Presentation
    Audience
    Philips Ultrasound and innovation leaders
    My role
    Speaker
    • Presentation
    See the session
  2. 250+

    people at Philips Innovation Campus, Bengaluru

    One square per 10 people

    Developer Days India 2024

    • Organizer
    • 3-day conference
    See the session
  3. USA developer portal hackathon

    Format
    Hackathon
    Audience
    Philips US engineers, multi-city
    My role
    Organizer
    • Organizer
    • Hackathon
    See the session
  4. 6

    judging roles at college contests, a hackathon and a scholarship panel

    One square per session. 160 people counted in 4 of them

    Judging contests and panels

    • Judge
    • Judging
    See the 6 sessions
  5. 500

    people at a Philips developer conference in Bengaluru

    One square per 10 people

    Developers are asked for more, more, more. How much is enough?

    • Panel discussion
    See the session
  6. 3

    sessions for a yoga course, a college and Exeter colleagues

    One square per session. 205 people counted in 2 of them

    Yoga and stress management

    • Practical
    See the 3 sessions
  7. 2

    sessions for IBM India Software Lab engineers

    One square per session

    IBM hackday briefings

    • Briefing talk
    See the 2 sessions
  8. IDEs: your next programming platform

    Format
    Webinar
    Audience
    IBM Technical Experts Council webinar
    My role
    Speaker
    • Webinar
    See the session
  9. The journey so far, a career talk

    Format
    Talk
    Audience
    IBM audience
    My role
    Speaker
    • Talk
    See the session

Talk and teaching evidence

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Talks and teaching

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Teaching AI now

  1. Reached

    People who saw the course

    • 4,103people saw the announcement of my AI-assisted coding course2025
  2. Coached

    People in the room

    • 492learners in the 2025 Philips University program I led2025
    • 1,000+engineers, managers and analysts in AI sessions in 20262026
  3. Teaching others

    People who now run their own sessions

    • 34trainers coached so teams could lead their own AI adoption2025
  4. Using it at work

    AI in regulated engineering work

    • 4businesses using the AI traceability platform for regulated software, with two more planned for 20262026
    • ~3,000issues triaged with AI on live Ultrasound data2026
Each step counts a different group of people, so the steps are not subsets of one another. The last step is AI in day-to-day regulated work.

8.7 / 10

average participant rating

Across 22 scored sessions in 2026.

33

training sessions in the 2025 Philips University skill-building program I led

492 learners, 8.9 out of 10 average rating. I taught 23 of them myself.

4.5 to 7.6

self-rated AI confidence out of 10, after a three-day workshop

One engineering team, surveyed before and after.

“These sessions are attended by 100-150 analysts across various organizations, and Datta's sessions have been the top recommended material this year.”

Business Intelligence Lead, North America AnalyticsPhilips, 2026

Across my career

Every talk, workshop and judging role I have a record of. Pick a company to go year by year.

  1. 69 sessions

    GitHub and Copilot courses, the 2025 Philips University program with 492 learners, and 27 AI sessions in 2026.

    30 with participant feedback

  2. Philips India

    2018 to 2021

    56 sessions

    Clean code, unit testing and duplication workshops, seven bar-raiser training cohorts, and a 500-person conference panel.

    30 with participant feedback

  3. Amazon India

    2016 to 2018

    11 sessions

    Scrum and product ownership workshops rated up to 4.6 out of 5, alongside talks for students.

    Feedback not kept

  4. Exeter India

    2013 to 2015

    21 sessions

    Design patterns training for engineers at work, and 15 seminars and workshops at colleges.

    Feedback not kept

  5. IBM India

    2007 to 2013

    17 sessions

    A national conference paper, an IBM technical webinar, Hackday briefings, and my first college seminars.

    Feedback not kept

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