EXECUTIVE SUMMARY - Results-driven AI & product leader with expertise in AI frameworks, generative AI, and search technologies. - Strong technical foundation in AI/ML infrastructure, model deployment, and optimization for real-time inference at scale.
Experience
2025 — Now
2025 — Now
San Francisco Bay Area
Building Superspeech, a Voice AI platform that lets professionals write at the speed of thought with universal speech-to-text, and powers creators with human-like voice cloning, accents, and emotional text-to-speech APIs. Professionals lose hours to typing, while creators need scalable voices that sound genuinely human. The productivity and creator economy markets represent a $15B+ combined opportunity. Unlike fragmented dictation tools and robotic TTS services, we offer one unified platform: universal STT working across every app without switching, plus voice APIs with true emotional range and accent fidelity.
2018 — Now
Online
• Created Stanford Continuing Studies' first hands-on course on Product Management (BUS-62W: Fundamentals of Product Management). Instructed 3000+ PMs for the program.
• The course is usually over-subscribed and highly-rated. At one point, the course had a waiting list of 900+ people and filled up in the first 5 mins.
2023 — 2025
San Francisco Bay Area
• Leading the AI, Product Management, Design + User Research, and Product Analytics (Data) teams at Vinivia.
• Led development of AI-powered search, content recommendation, and multimodal ML models for interactive marketplace.
• Designed and deployed AI-driven relevance and ranking algorithms, optimizing discovery and personalization for consumers.
• Implemented AI moderation frameworks leveraging NLP, computer vision, and reinforcement learning.
Optimized AI/ML pipeline, reducing model inference costs by ~30% while improving performance.
• Led Augmented Reality, Monetization (subscriptions, live shopping, digital payments) product launches.
• Defined and owned unit economics and monetization model for subscription and commerce business.
• Negotiated $8M in AI infrastructure savings while accelerating experimentation velocity.
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At Vinivia, we are building a trailblazing live-streaming platform for creators and consumers. With privacy and safety built into our core DNA, we strive to build a bleeding-edge platform to:
1. inspire and empower creators to create interesting content, expand their reach and monetize their passion
2. help consumers discover content that brings them joy, and connect them and interact with like-minded creators they relate to
3. enable advertisers and brands to expand their reach and find new customers
We strive to drive the creator economy forward by rewriting the rules of live-streaming: redefining how creators engage with their audiences, and how consumers experience and interact with their favorite content. The future of live-streaming looks incredibly promising, and we are all excited to be a part of shaping the story. It's time to build - and our journey starts right now. Do it LIVE!
2022 — 2023
San Francisco Bay Area
• Led generative AI implementations for conversational AI and customer retention workflows, increasing automation coverage by 40%. Defined and presented AI product strategy to leadership, securing alignment for growth and retention initiatives.
• Built AI-powered recommendation models for patient engagement, improving retention by 4%. Led cancellation flow optimization, reducing top detractor complaints from 40% to <6% and increasing retention saves to 7%.
• Deployed NLP-based self-service support, improving operational efficiency by 28% and reducing support overhead.
• Revamped post-checkout onboarding, increasing overall retention by 3%.
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Cerebral is a telehealth company focused on providing accessible mental health services. We offer online therapy, medication management, and support for various mental health conditions like anxiety, depression, and insomnia. Through a convenient digital platform, Cerebral connects individuals with licensed professionals, making mental health care more affordable and accessible. Our goal is to improve mental well-being by offering personalized, effective care from the comfort of home.
2022 — 2022
Online
• Mentored entrepreneurs and PMs through First Round Capital’s Fast Track Mentorship Program.
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Fast Track is First Round Capital's mentorship program for established tech operators looking to give back and gain a unique community. Fast Track is built on the belief that when you tap into the wisdom and generosity of a community, incredible things happen.
Education
Georgia Institute of Technology
MS
University of Mumbai