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Projects

Exploring Mixed Reality, Machine Learning and Data

Dec 12, 2024

0.1

This page describes One Project: Adaptive Hockey VR and four Mixed Reality (MR) applications: A 3D design prototype in VR with basic interactions like object highlighting, cloning, and destruction, plus a unique color wand feature. An enhanced 3D design app building on the first, adding a wrist menu UI and more advanced interactions such as object resizing and color changing. A VR beat-driven exercise game inspired by BeatSaber, where players punch colored diamonds to the rhythm of music while avoiding obstacles. An AR darts game utilizing spatial anchoring, allowing players to place a virtual dartboard in their environment and throw darts with realistic physics. Each application progressively introduces more complex features and interactions, showcasing various aspects of MR development from basic VR interactions to spatially aware AR experiences.

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Jul 12, 2024

0.1

The goal is to utilize video advertisements and their corresponding text descriptions and speech captions to answer 21 binary (yes/no) questions. Calculate agreement percentages, and compute F1 score, precision, and recall against the ground-truth data. Additionally, develop a classifier (in my case a multimodal LLM) to maximize these metrics.

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Jun 9, 2024

0.1

An innovative application that utilizes game engines (unity, unreal) to provide a fun and intuitive way to explore the city you're in. The initial stage includes building a 3D environment of Northeastern before including the rest of the city.

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Feb 8, 2024

1

A project developing an accurate model to classify glioma patients as LGG or GBM using clinical and molecular data

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Jun 12, 2023

0.1

Transforming data through visualizations to manage a hypothetical energy grid

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