Plant Species ID Demo

Automated Image Ingestion & Inference Pipeline (MLOps)

Python PyTorch ResNet18 Data Augmentation
  • Engineered an automated data ingestion pipeline to process and classify thousands of complex biological images using a ResNet18 architecture.
  • Designed rigorous data augmentation workflows (random erasing, color jitter) to simulate real world occlusions and ensure data quality and model robustness.
  • Optimized batch processing and feature extraction, outperforming baseline models by 85% through advanced spatial preservation techniques.
Relational Auction Data Architecture & ETL

Relational Auction Data Architecture & ETL

Java MySQL JSP Maven Relational Data Modeling
  • Engineered a complex relational database schema (ERD) using MySQL to process, store, and govern high velocity transactional auction data.
  • Developed enterprise grade backend services in Java to handle automated bidding limits, reserve price triggers, and real time user validation.
  • Designed strict data governance policies linking user permissions, item metadata, and bidding ledgers to ensure 100 percent data integrity during concurrent transactions.
US Election Data Visualization

Automated EV Infrastructure ETL Pipeline

Python MySQL ETL Processes Data Profiling API Integration Tableau
  • Built automated Python scripts to extract unstructured charging station records via federal APIs and ingest massive demographic datasets.
  • Performed extensive data profiling to identify missing values and standardize geographic records before loading the clean data into a local MySQL database.
  • Transformed the cleaned data points into geospatial Tableau dashboards to help stakeholders visualize infrastructure gaps and make informed planning decisions.
Heart Disease Prediction Demo

Heart Failure Prediction

Python Scikit-learn ML Streamlit
  • Developed a binary classification model using clinical patient data.
  • Evaluated performance using ROC-AUC curves and confusion matrices.
  • Built an interactive Streamlit dashboard for real-time risk assessment.
Research Paper Title Page Screenshot

AI Warfare: Ethical & Tactical Implications

Research AI Ethics Policy Analysis
  • Authored an academic exploration of autonomous weapons systems.
  • Analyzed the "Black Box" problem in combat decisions and international accountability.
  • Researched the intersection of algorithmic speed and human decision-making.
Cache Sim Architecture Diagram

Cache Simulator (i486 Emulation)

C Systems Programming Computer Architecture
  • Emulated a multi-level (L1/L2) cache system in C for an i486 processor.
  • Implemented LRU and FIFO replacement policies to analyze hit/miss ratios.
  • Designed a modular architecture for testing varying cache sizes.
PageRank Visualization Demo

Star Wars PageRank Viewer

Java Graph Theory Data Viz
  • Applied PageRank to quantify narrative influence of characters.
  • Processed large relationship datasets to identify character clusters and hubs.
  • Visualized connectivity metrics across different movie trilogies.
GraphQuest GUI Demo

GraphQuest Algorithm Visualizer

Java Data Structures Algorithms
  • Designed an interactive tool to visualize real-time execution of Dijkstra’s and BFS/DFS.
  • Built a custom GUI for creating obstacles and watching the algorithm solve mazes.
  • Focused on visualizing O(V+E) efficiency.
Website Demo

Personal Portfolio Website

HTML5 CSS3 JavaScript UI/UX
  • Designed and coded this responsive portfolio from scratch.
  • Optimized for clean code, fast load times, and a pixel art aesthetic.
  • Implemented custom CSS animations for interactivity.