Thesis
ESREAL Replication & Extensions
Cyclic image-to-text pipeline with InstructBLIP, SDXL, GroundingDINO, and token-level rewards for hallucination mitigation.
Projects Showcase
Filter and explore. Click a card for details.
All
ESREAL
Sorcery
Picture Pursuit
Minesweepers
Yellowcake
Shamrock
MINERS
App
Sorcery Life Counter (Android)
Compose UI, multi-touch first-player picker, animated selection, clean game HUD.
Games
Picture Pursuit (Campus GeoGuessr)
Orientation game where players identify campus locations from photos, GeoGuessr-style.
Games
Minesweepers (Client/Server)
Classic Minesweeper with server-based sessions, difficulty levels, and a top-10 leaderboard.
Tool
Yellowcake Reddit Extractor
Extracts subreddit posts and comment threads using Yellowcake, and shows clean JSON in a simple web UI.
Systems
Shamrock Order Processing System
PostgreSQL-backed order processing system for call intake and manufacturing workflows.
Research
MINERS: Multilingual Semantic Retrieval
Benchmarking multilingual LMs on bitext mining and retrieval-based classification across 200+ languages.
ESREAL Replication & Extensions
InstructBLIP
SDXL / SD3.1
GroundingDINO
PyTorch
End-to-end loop: image -> caption (InstructBLIP) -> reconstructed image (SDXL/SD3.1) -> region alignment checks (GroundingDINO) -> token-level rewards. Focus: reducing hallucinations and improving factual grounding.
Sorcery Life Counter (Android)
Kotlin
Jetpack Compose
Multi-touch
Player picker using multi-touch input with animated selection, stateful UI, and clear layout tokens.
Picture Pursuit (Campus GeoGuessr)
Mobile App
Campus Orientation
GeoGuessr-Style
Orientation game where players guess campus locations from photos. Built as a course group project with a focus on navigation, UX, and production-readiness.
Minesweepers (Client/Server)
Java
Client/Server
Leaderboard
Players connect via IP, port, and username, choose a difficulty, and play a full Minesweeper session with bombs, flags, and a top-10 scoreboard.
Yellowcake Reddit Extractor
Python
Yellowcake API
Automation
Extracts subreddit posts and comment threads with controls for max posts, comments per post, and sorting. Results display instantly in the browser with copy-to-clipboard.
Shamrock Order Processing System
PostgreSQL
Python
Workflow Automation
Built a PostgreSQL-backed order system used by call intake and manufacturing teams. Implemented order, customer, and status workflows plus search/reporting to improve handoffs.
MINERS: Multilingual Language Models as Semantic Retrievers
Benchmark
Multilingual NLP
Retrieval
Benchmark spanning 11 datasets and 200+ languages, evaluating bitext retrieval and retrieval-based classification. Shows competitive results via semantic retrieval without fine-tuning.