HACKATHON / AI GAME SYSTEMS / MHACKS 2026
MHacks 2026's Best Use of ElevenLabs winner: a web multiplayer battle royale where players draw their own weapons, then fight together on one shared screen.
03 / PROJECTS
Projects I’ve built.
A selection of internship, research, hackathon, and course projects across AI, full-stack development, and systems engineering.
MODELS, AGENTS & EVALUATION
AI & Machine Learning
Applied AI work spanning model training, retrieval, and agent evaluation.
AI ENGINEERING / IBM BOBATHON
Making complex agent systems easier to inspect: recursive evaluation, system health scores, and actionable findings for watsonx Orchestrate.
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Internal IBM project
MACHINE LEARNING / EECS 445
Dog image-classification coursework exploring convolutional and attention-based models through explicit PyTorch architectures and training loops.
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EECS 445 coursework
AI ENGINEERING / MDP
A retrieval-based assistant connecting current project questions to relevant historical lessons, risks, and supporting evidence.
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Enterprise project
MACHINE LEARNING / EECS 445
A supervised-learning workflow that turns ICU observations into mortality risk scores, then compares linear and kernel models with AUROC-focused evaluation.
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EECS 445 coursework
SERVICES, DATA & INTERFACES
Python & Full-Stack
Backend systems and web applications built around data, APIs, and user workflows.
DISTRIBUTED SYSTEMS / INFORMATION RETRIEVAL
A service-oriented search platform that indexes a Wikipedia crawl and combines ranked results from distributed index services.
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EECS 485 coursework
SYSTEMS / CONCURRENT PROCESSING
A Manager/Worker framework for scheduling distributed jobs, monitoring worker health, and recovering interrupted tasks.
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EECS 485 coursework
FULL-STACK / EECS 485
A photo-sharing application connecting a React feed to authenticated Flask APIs, relational data, and asynchronous social interactions.
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EECS 485 coursework
PERFORMANCE, HARDWARE & ARCHITECTURE
C++ & Systems
Low-level projects that explore control, performance, and system behavior.
COMPUTER ARCHITECTURE / EECS 370
C implementations that model pipelined LC-2K execution and configurable cache behavior, from data hazards to dirty-block eviction.
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EECS 370 coursework
ALGORITHMS / EECS 281
A C++ order-matching simulator using priority queues to manage price-and-arrival ordering, partial fills, and running trade statistics.
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EECS 281 coursework
ROBOTICS / CAMPUS DELIVERY
A student-centered delivery robot concept for bringing food, packages, and essentials directly to rooms in Bursley Hall.
Public source is linked where available. Internal project materials remain private; unverified source and demo links are marked pending.