Experience

1. 2026–Present

   Founder & CEO

   DeepCoreX Labs

   DeepTech venture studio and executive advisory

   Physical AIAgentic AIMultimodal AIQuantum ComputingQuantum SensingPQC

2. 2023–2026

   Associate Vice President — AI, Innovation & Transformation

   Apparel Group

   Enterprise AI and transformation leadership

   Enterprise AIGenerative AIAgentic AIComputer VisionAI StrategyTransformation

3. 2024–2025

   AI Fellow / Consultant

   Meta Reality Labs / Unify Tech

   Multi-agent systems and at-scale LLM evaluation

   Multi-Agent SystemsLLM EvaluationAgent EvaluationBenchmarkingConversational AI

4. 2021–2025

   Co-Founder, CTO & Advisory Board Member

   ByteLearn

   GenAI tutoring platform and product leadership

   Generative AINLPComputer VisionRecommendationProduct ArchitectureLeadership

5. 2019–2023

   Vice President & Head of AI and Data Technology

   Hike

   Generative, multimodal, recommendation and avatar AI

   Stable DiffusionMultimodal AINLP2D/3D VisionAgentic AIRecommendation

6. 2017–2019

   Senior Vice President — Technology & Decision Sciences

   Yatra

   Production AI, RL, revenue optimization

   Deep RLRevenue OptimizationPersonalizationConversational AIAWSDecision Sciences

7. 2014–2016

   Associate Vice President — Data Science / Chief Data Scientist

   Mobileum

   Telecom analytics and fraud AI

   Fraud DetectionAnomaly DetectionDeep Belief NetworksTime SeriesCollaborative Filtering

8. 2007–2014

   Senior Researcher & Manager

   IBM Research

   Industrial research in ML, telecom, HPC and systems

   Machine LearningTelecom AIPredictive CachingHPCDistributed SchedulingBlue Gene

9. 1997–2003

   Member Technical Staff / Software & Research Lead

   Sun Microsystems / Sun Research Labs

   Hardware acceleration and backend compiler systems

   C++CompilersPartitioningSchedulingRoutingHardware Acceleration

9 canonical roles indexed.