The road so far
From testing code to prototyping AI
Twenty years of learning how software gets built, decided, delivered and sold, from QA at Infosys to leading programs at Brillio. Now I turn AI ideas from AWS's most strategic customers into working prototypes.
- years
- 20+
- roles across 3 companies
- 8
- AI/ML prototypes
- 50+
- IEEE papers
- 2
- honors
- 6
- certifications
- 9
RolesEach point is a role; the line rises with scope.
Infosys2005–2014Brillio2014–2021AWS2021–now
Skills, year by year
05060708091011121314151617181920212223242526
Technologies
AI and cloud
Product
Delivery and leadership
Engineering
Began In use Proof
AWS · 2021–now · 5 years · current
Senior Technical Program Manager
Turns the AI ideas of AWS's most strategic customers into working prototypes in weeks, then scales what works through partners and field teams.
- 50+ AI/ML prototypes across healthcare and life sciences, financial services, retail and CPG
- Ten repeatable patterns: questions over data, RAG search, document intelligence, compliance mapping, agents, voice and more
- Public work: cloud-native exchange latency (2023), genome analysis and SOP processing with Amazon Bedrock (2025)
- Two IEEE papers and talks at ICCV 2025 and NRF 2026
- Excellence in Global Engagement Management, PACE ConX 2026
Skills in play picked up in this role
Recognition and milestones
- 2021AWS Cloud Practitioner · Cloud EconomicsCertification
- 2022AWS Solutions Architect – AssociateCertification
- 2023Low latency cloud-native exchanges · AWS for IndustriesWriting
- 2024AI: Flying over a changing landscapeWritingCornell University · executive leadership certificateLearningIDP for retail and CPG · Common patterns in HCLSWriting
- 2025Genome analysis and SOP processing · AWS ML BlogWritingICCV 2025 · HonoluluTalk
- 2026NRF 2026 Big Show · New YorkTalkExcellence in Global Engagement Management · PACE ConX 2026HonorHSI 2026 · IEEE paper →PaperIRAI 2026 · IEEE paper →Paper