About
AI innovator by day, healthcare enthusiast by night, turning coffee into code since 2015 ☕. Currently revolutionizing growth marketing at RadiantGraph while building PrplCrcl to empower women's health decisions. Previously made waves with 47% more accurate breast cancer detection at Gabbi, scaled communication for billions at Meta, and delivered 28% engagement lift at Teladoc Health. MS from Carnegie Mellon University, where I learned that the best AI solutions come with a side of human empathy.
Experience
Staff AI Scientist
RadiantGraph
Jun 2024 - Present
- Leading Platform product development for growth marketing personalisation via AI - content generation, cohorts, voice agents
- Architected end-to-end core platform to support configurable client AI ops
- Conducted R&D for voice AI agents and video AI agents for health services
- Developed contextual multi-armed bandit solution for user acquisition
Founder
PrplCrcl
Oct 2024 - Present
- Building exclusive women's health community to support equity in health research
- Focused on curbing misinformation and enabling informed health decisions
Lead AI Scientist
Gabbi
Mar 2023 - May 2024
- Led AI development for early breast cancer detection, risk factor discovery, and business growth at seed stage
- Developed Risk Assessment Model with 47% performance improvement for all demographics
- Published in AACR Journal and presented at AACR'23
- Spearheaded validation study advised by Dr. Khan (NCCN panel member)
Data Scientist
Meta
May 2022 - Jan 2023
- Improved communication DAU for a billion users via Recommenders in private sharing
- Increased FB sessions by 8% through real-time content ranking
- Deployed experimentation & measurement for community chats, achieving 65% activation
- Devised AI strategy and approved 15+ launches to improve recommendation diversity
Senior AI Scientist
Livongo (Teladoc Health)
Aug 2019 - May 2022
- Technical Lead for ML Recommender pipelines and Experimentation
- Health Action Recommender achieved 28% lift in engagement with published clinical outcomes in Annals of Behavioral Medicine'22
- Developed Bayesian Personalized Ranking model for clinically optimal actions
- Increased revenue by 20% through strategic insights
Data Scientist
Auton Lab, School of Computer Science, CMU
Jan 2019 - May 2019
- Research with Prof. Artur Dubrawski to improve heart transplant success rate by predicting outcomes of donor recipient pair
Associate
ZS Associates
Jul 2015 - Apr 2018
- Product lead of team of 6 that developed and deployed BI and Analytics solutions for a top US pharma company
- Designed & developed product insights & forecast for entire product portfolio
- Saved $220k/year by targeting high-value physicians
- Led firm initiative to cut manual effort by 82% with Robotic Process Automation
Projects & Publications
Health Plan AI Platform
- Building voice agents for healthcare services
- Developed Contextual Multi-Armed Bandits product with significant client conversion
Healthcare AI
- Early breast cancer detection models with 47% performance improvement
- Published in AACR Journal (Feb 2024)
Recommender Systems
- Health Action Recommender with clinical outcomes published in Annals of Behavioral Medicine (Mar 2022)
- Meta communication recommenders improving FB sessions by 8%
Epileptic Seizure Detection
- CMU research project advised by Prof. Artur Dubrawski
- Predicted seizures 24 seconds before occurrence to alert the patient's doctor and family
Conference Presentations
- Presented at AACR'23 conference (Apr 2023)
- Featured collaborations with Dana Farber & Mayo researchers