- π Research Assistant for Graph and Geometric Learning Group @ Yale
- π§βπ« Research Advisor for high school and college students @ Algoverse
- π» Formerly AI/ML Research Intern @Lockheed AI Center and tech lead for Symbolic Episodic Memory Transformers project
- π CS + math major @ Yale ('26)
- π¬ My research interests include
- Geometric and topological machine learning
- Reasoning models
- Reinforcement learning (meta and few shot learning, transfer learning, memory for RL)
- Neurosymbolic machine learning
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GNN-Protien-Interaction-Prediction
GNN-Protien-Interaction-Prediction PublicForked from Eggnog82/gnn-ppi-prediction
We present a novel approach for predicting interactivity of pairs of proteins using weighted graph neural networks. We achieve slightly better results than prior GNN approaches in the literature.
Python 1
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Quantum-Vehicle-Routing
Quantum-Vehicle-Routing PublicQuantum algorithms for efficiently solving vehicle routing problems in practice on noisy devices. Collaboration with Open Quantum Insitute and the World Food Program
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Interpretable-Information-Retrieval
Interpretable-Information-Retrieval PublicPropose, implement, evaluate three novel metrics for approximating importance of words and sentences for the retrieval of document in RAG setting
Jupyter Notebook
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HMS-Brain-Activity-Classification
HMS-Brain-Activity-Classification PublicMachine learning models for classifying neural abnormalities from EEG data with a variety of models and preprocessing techniques
Jupyter Notebook 1
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Soccer-Box-App
Soccer-Box-App PublicApp enables staff to run games on the Smart Box interactive soccer training system I helped to develop. Users can select a variety of games and settings and get performance feedback. Currently in use.
Java 2
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Soccer-Box-Code
Soccer-Box-Code PublicSoftware for interactive soccer training games using LED, pressure-sensitive targets. Enables custom training with nineteen games and specialized settings. Currently in use at The Soccer Box of CT.
Python 1
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