advicehub

About my work

Seasoned AI leader with 12+ years experience building and scaling ML teams at Sourcegraph, ShareChat, and Spotify. Currently architecting next-generation reasoning agents. Earned a PhD in machine learning from UCL, authored 50+ papers (3,000+ citations), and filed 10+ patents.

Experience

Cofounder & CEO

Current

Pavo AI2025-02-07 – Present

Reasoning Agents

Head of AI

Sourcegraph2023-10-01 – 2024-11-01

Director, Machine Learning - Feed Ranking & Marketplace

ShareChat2022-01-01 – 2023-09-01

Research papers

Improving LDA Topic Models for Microblogs via Tweet Pooling and Automatic Labeling

Published: 2013-07-28

Towards a Fair Marketplace: Counterfactual Evaluation of the trade-off between Relevance, Fairness & Satisfaction in Recommendation Systems

Published: 2018-10-17

Algorithmic Effects on the Diversity of Consumption on Spotify

Published: 2020-04-20

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