✦ Product & Technology Leader · Bengaluru
I build AI products that hold up in real workflows.
13+ years across software delivery, training, data & AI consulting, and product leadership. Most recently leading product and engineering for AI hiring systems: assessments, screening, and conversational interviews.
13+years in technology & product
7+production AI systems
15+proofs of concept
Selected work
Production systems, described by what they do
● Production
Enterprise Skills Assessment Platform
Coding and data-science assessments, code verification, proctoring, and analytics across 500+ skills.
Read overview →● Production
AI-Assisted Candidate Screening
Embedding search and LLM ranking for JD–CV matching, question generation, and structured reports.
Read overview →● Production
Conversational Interviewing System
Agentic multi-turn interviews with dynamic follow-ups, live coding, and reviewer insights.
Read overview →The lab
15+ proofs of concept, many directions
Résumé intelligenceSemantic matchingRAG pipelinesAgentic workflowsSource-code evaluationVideo analyticsSpeech & response evaluationConversational AI
How I work
Three principles
01
Workflow fit before model cleverness
The AI that wins quietly fits into the flow of work and delivers outcomes consistently.
02
Prove it small, then productise
Validate as a proof of concept, then carry what holds up into production.
03
Platform judgement
Reusable capability or targeted customisation: making that call well.