Projects
Selected coursework and independent projects with demos, write-ups, and artifacts.
Neural network model for author prediction from text features. Includes model architecture discussion and annotated analysis.
Graph optimization project implementing MST construction, heuristic TSP, and optimal TSP using branch-and-bound. Live demo shows algorithm behavior on representative test cases.
Research project exploring retrieval-augmented generation for bioinformatics question answering using LLMs.
Text classification system that predicts post authorship (student vs instructor). Live demo shows classification outputs on published test inputs.
Exploratory data analysis of German gas consumption trends with narrative-driven visualizations.
Image resizing system demonstrating content-aware seam carving. Live demo visualizes seam selection, removal, and resized outputs.
Exploratory analysis and modeling of IMDb movie data with statistical insights.
Shortest-path word transformation solver using efficient graph search. Live demo shows transformation paths for published test cases.
Command-driven log querying system with indexed searches and excerpt list management. Live demo replays spec command scripts and outputs.
Healthcare data analysis project presented as a research poster and report.
Market simulation engine processing buy/sell orders with trade matching, medians, trader summaries, and time-traveler analysis. Live demo shows full output modes.
From-scratch character-level LSTM for text generation, including training and inference.
Deep learning pipeline for Alzheimer’s detection from MRI scans with Grad-CAM explainability and a live Streamlit demo.