AI Builder · Founder · Community Architect
Building at the frontier of AI — from machine learning systems serving billions to pioneering agentic legal AI, and convening the communities that shape what comes next.
Pioneering agentic legal AI that autonomously navigates legal databases and workflows. Building guardrails for lawyer-AI collaboration that resolve bottlenecks in litigation and transactional pipelines.
Led Marketplace Search & Monetization projects including large-scale embedding models, seller-ranking features, and personalization systems. Deployed global candidate algorithms that grew DAU by 1.4M+. Also engineered ML for Instagram Friend Recommendations serving ~3B MAU.
Built NLP pipelines to extract topics from 10,000+ psychology papers, analyzing the evolution of social psychology research. Modeled academic network connections across universities over six decades.
Participated in 15 IPOs totaling over $18B in combined value across Energy, Real Estate, Banking, and Healthcare. Managed end-to-end deal logistics, roadshows, and stakeholder coordination.
Co-developed a novel training schedule for adapting the T5 language model to numerical reasoning tasks over text. Implemented core model training pipeline components — dataset preprocessing, training scripts, and evaluation modules — achieving a major leap on the DROP benchmark.
Developed a two-stage ML pipeline leveraging Inception v3 for landfill classification and YOLO-v5 for localization on Sentinel-2 satellite imagery. Curated a novel dataset of 2,100+ global landfill sites using Google Earth Engine. Recognized at the UC Berkeley Capstone Showcase and invited to speak at Women in Data Science 2022 (WiDS) for the project's impact on climate change and methane emission reduction.
Co-founded and scaled the largest GenAI community to 30,000+ members. Orchestrated a premier 3-day summit with 30,000+ attendees, securing unicorn-level executives as speakers and driving sponsorships and key partnerships.
Co-hosted a 2,000-attendee AI summit curating the agenda for Smart Living, AIoT, and Health Tech. Featured a fireside chat with Dylan Patel (SemiAnalysis) and a panel on AI Drug Discovery. Secured Peter Norvig (Stanford HAI / Google) as keynote speaker.
Led the inaugural annual meeting marketing campaign, driving ticket sales to nearly 1,000 attendees. Orchestrated high-profile events and private banquets for Nobel laureates and US officials including Steven Chu and Elaine Chao, and organized student tours of Stanford's research labs.
Supported strategic planning and operations for the 10th Anniversary Ceremony of one of China's most prestigious science awards. Coordinated VIP relations for international scientists and officials, and executed media outreach enhancing visibility across major platforms.
Invited speaker at WiDS 2022 for landfill detection research, highlighting the intersection of satellite imagery, machine learning, and climate change impact.
Co-designed decentralized healthcare data business model, brokered investor access, secured initial funding, and authored technical whitepapers on tokenized health exchange.
Pioneering agentic legal AI that autonomously navigates legal databases and workflows, building guardrails for lawyer-AI collaboration.
Whether you're building at the frontier of AI, exploring an investment, or organizing events — I'd love to hear from you.