Projects
Snowflake Enterprise VE
**Challenge**: GS Engineering & Construction needed to modernize their ML infrastructure and centralize data for $250K deal closure. **Solution**: Orchestrated a large-scale migration from MLflow to Snowflake and designed a multi-cloud data architecture. **Value**: Successfully closed the $250K enterprise deal and reduced data silos, enabling AI-driven construction management.
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Singapore Startup (Ex-CTO)
**Challenge**: Scalability and cold-start issues in recommendation engines were hindering user growth and Series A valuation. **Solution**: Led a team of 7 as CTO to build high-performance recommendation engines using Deep Learning (LightGCN) and ALS. **Value**: Secured $20M Series A funding and improved recommendation accuracy by 35%.
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Greybox Value Engineering
**Challenge**: Needed to expand the enterprise customer base by proving tangible product value. **Solution**: Developed custom A/B testing modules and data-driven product strategies. **Value**: Expanded enterprise customer base by 40% and improved conversion rates significantly.
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Momenti - GenAI Media
**Challenge**: Bridging the gap between static media and interactive AI experiences. **Solution**: Introduced GenAI pipelines (Text-to-Interactive Video) and built robust data cultures from scratch in New York. **Value**: Pioneered interactive media technology and automated content pipelines, reducing production costs by 30%.
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