Transform
Impact
Production AI systems and enterprise transformation programmes, described through what was built, the role held and the outcomes measured.
Impact
Enterprise AI transformation across retail
AI, automation and digital transformation across business functions
Apparel Group · 2023–2026
- $200M+ validated topline impact
- 30–40% latency/cost reduction
Impact
AI-driven merchandising platform
Auto replenishment, allocation, assortment planning and pricing
Apparel Group · 2023–2026
- 10–20x productivity
- 15–20% sales/margin uplift
Impact
Physical retail video analytics
Customer-staff interaction, heatmaps, trial-room and compliance analytics
Apparel Group · 2023–2026
- Up to 8% sales improvement
- 2–5% interaction/conversion uplift
Impact
Generative and Agentic AI workflow transformation
Hiring, chatbots, marketing, fashion design, scheduling and legal workflows
Apparel Group · 2023–2026
- 20–30x productivity in selected processes
Impact
Single-image to 3D avatar pipeline
Cloud-mobile hybrid 2D/3D avatar generation
Hike · 2019–2023
- ~4 sec inference
- ~5M users
Impact
Multilingual messaging and sticker recommendation
8-language real-time recommendation system
Hike · 2019–2023
- ~10M MAU
- AAAI/IAAI Deployment Award
Impact
Production Deep RL for Google Ads bidding
Fully automated learned bidding policy
Yatra · 2017–2019
- +35% impressions/clicks
- +10% conversions
Impact
Revenue optimization and personalization
Hotels/flights B2C/B2B/B2E decision sciences
Yatra · 2017–2019
- 10–15% ROAS gains
- 3–5% margin improvement
Impact
Voice/text conversational AI and call-center automation
Flights/hotels bots and AR discovery
Yatra · 2017–2019
- 60% call-volume automation
- 35% cost reduction
Impact
Dynamic discounting transformation
Transition from manual to automated real-time hotel discounting
Yatra · 2017–2019
- ~10% cost reduction
- ~5% revenue gain over two years
Impact
Telecom anti-fraud analytics
Premium number, SIM-box and data fraud detection
Mobileum · 2014–2016
- $5M T-Mobile USA engagement
Impact
PHASER hardware acceleration
Parallel scheduling, placement and routing for hardware emulator
Sun Microsystems · 1997–2003
- ~10,000x / three orders magnitude speedup stated across resume versions
Impact
ByteLearn AI tutoring platform
Interactive GenAI tutor platform and organization building
ByteLearn · 2021–2025
- 150-person organization
- $9M raise
Impact
Multilingual Virtual Travel Assistant for Flights & Hotels
YUVA conversational travel assistant with multilingual queries, personalization and AR hotel discovery
Yatra · 2018–2019
- personalized responses
- AR hotel discovery
Impact
Data Redundancy Removal Innovations
Memory-efficient, parallel deduplication algorithms for massive evolving data streams
IBM Research
- O-1A source states 10–100 GB/s throughput over large compute clusters and very low FPR/FNR