Evaluating research. Supporting the next generation of builders.

Peer review, technical community work, and judging roles that extend engineering leadership beyond product organizations.

Peer review

Vivek brings a production engineering lens to research evaluation: technical rigor matters, and so do reproducibility, practical constraints, and a clear path from claims to evidence.

His public professional profile identifies peer-review service across COLM's DAIH Workshop, ISPOR, and MedBioAI. The topics connect AI methods with data, healthcare, and real deployment conditions.

COLM DAIH WorkshopResearch review in AI and healthcare
ISPORReview service in outcomes and health economics research
MedBioAIEvaluation at the intersection of medicine, biology, and AI
Review approachAssess technical validity, evidence quality, and practical relevance

Hackathon judging

Hack-Nation Global AI Hackathon

Vivek served as a judge for the July 18 and 19, 2026 Global AI Hackathon. His judging considered creativity, technical complexity, and clarity of communication.

The organizer's acknowledgment is retained as supporting documentation and is not published here. Hack-Nation publicly described the event as a 24-hour global build sprint with 2,000+ builders across 65+ countries.

Visit Hack-Nation ↗   Organizer's event announcement ↗

MLH Build with AI

Vivek appears by name in the public judge listing for the 2026 Build with AI and MLH Agentic AI Hackathon in Ahlen, Germany.

View the organizer's judge listing ↗

UnitedHacks

His professional profile also identifies judging service for UnitedHacks and other global engineering competitions.

Review the public profile ↗

Professional community

Vivek is an IEEE Senior Member, AWS Bar Raiser, and member of the Senior Executive AI Think Tank. These affiliations reflect contribution through technical standards communities, hiring and evaluation, and expert discussion.

See membership and credential records ↗

CES 2027 invitation

Vivek has received an invitation connected to CES 2027. This profile records the invitation without implying a speaking, judging, exhibitor, or award role.

Invitation details can be made more specific if the organizer, program, and role are confirmed for publication.

Connect professional service to the technical record.

Explore the systems and public perspectives behind these contributions.

Selected work →