Improving personalization of academic literature discovery by augmenting relevance ranking methods with user personas informed by domain of interest, publication history, skill proficiencies, and search intent.
Joint research initiative with UMass Amherst to improve patient care and medical diagnoses by identifying discriminatory symptom dyad patterns among medical evaluations.
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This presentation showcased research findings and critiques for the 2024 paper American Sign Language Handshapes Reflect Pressures for Communicative Efficiency.
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This presentation showcased research findings and critiques for the 2025 paper Planning Anything With Rigor: General-Purpose Zero-Shot Planning With LLM-Based Formalized Programming.
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This presentation showcased research findings and critiques for the 2025 paper mHC: Manifold-Constrained Hyper-Connections.
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This presentation showcases several tools that I utilize in my software engineering profession that may also be useful for research purposes. Highlights the use cases for sandbox environments via virtualization, task + documentation management for research teams, local AI deployment infrastucture, and coding agents.