Links & little milestones.
Papers, field notes, competition results, and a project about making more voices heard.
Research, writing & experiments
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current rotation / – present
Microsoft AI Development and Acceleration
Agent harnesses and evaluation tools for faster research iteration.
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paper / published
Stashbird
Episode-Grounded Lifecycle Reconciliation for Conversational Agent Memory. Co-author; arXiv preprint.
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writing / published
GraphRAG beyond the demo: Lessons from the trenches
Co-authored field notes on graph-based retrieval, published in Data Science + AI at Microsoft.
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accessibility / Microsoft Global Hackathon /
Staccato
Speech recognition designed to better understand people who stutter.
Team 1st place · Ability Hack Executive Challenge
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Facebook / DrivenData /
Hateful Memes Challenge: Phase 2
18th place. A BERT/ViLBERT ensemble for multimodal hate detection.
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Kaggle /
Kuzushiji Recognition
17th place. Context-aware CenterNet for Japanese handwritten character recognition.
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more experiments
My Kaggle competitions
A few earlier detours through machine learning, NLP, and computer vision.
a warm place to end up.