2022 — 2024
Technology Strategy and M&A Project Integration for Pairs, a porfolio company
• Led AI strategy for Pairs brand focusing on trust and safety operations, directly supervising assets worth $12.8 million
• Initiated a profile enhancement tool using AI/LLM models, projected to generate a new revenue stream of $8 million per year
• Advised C-level executives, articulating AI concepts & executing cost-benefit analysis of a $25 million AI M&A project integration
• Fast-tracked post-acquisition integration of Pairs moderation with acquired moderation infrastructure 3 months ahead of schedule via estimating efficient project timelines, facilitating over 30 key stakeholder meetings, and effective people leadership
• Set-up dedicated communication channels between AI Team and data team of 35 members; improving data-collection quality by 300%
2020 — 2022
Product Management of Content Moderation and Trust & Safety
• Drove savings of $2.4 million annually by spearheading the AI-driven image moderation system for Pairs brand; autonomously evaluating over 5 million images daily, reducing manual inspection rate by 93%
• Managed legal, privacy, and customer-care stakeholders and aligned KPIs, fast-tracking moderation project delivery 2 months in advance
• Led product development of an advanced AI fraud detection system; catching 98% of fraud profiles on the Pairs app leading to a 20%
increase in user trust and retention, evidenced by extensive A/B tests and user centric surveys
• Boosted in-office employee attendance by 250% by creating an activity 'Tuesday Teatime', later integrated as a sponsored office culture
2019 — 2020
Self-Driving Car Perception and Navigation Systems Engineering
• Pioneered AI research at Ascent, collaborating with engineers from Stanford, MIT, CMU; Chosen among 3500+ applicants
• Implemented a virtual training environment for autonomous vehicle training, valued at $3 million
• Developed cutting-edge Lidar detection and navigation technologies for Ascent's $20 million car project
• Instituted coding & documentation standards for Ascent's 80 member engineering team; leading to efficient product development
• Managed upskilling of 3 interns, two of whom returned as full-time engineers, reflecting mentoring strength and talent cultivation
2016 — 2017
High-impact Workshops in AI and Data Science for Engineering Undergrads
• Boot-strapped business from $0 to $42,000 within 6 months of operations; partnering with 11 target schools
• Developed overall marketing & operational strategy; delivering educational workshops to over 200 students a month
• Oversaw 8 part time workers, 6 workshop teachers, and managed multiple stakeholders such as schools career dept. & venue owners