Portfolio
Projects
Research and production work spanning ML, full-stack systems, and cloud infrastructure. Each project includes a detailed write-up.
Multiplayer Frames
Solaris — Multiplayer Video World Model in Minecraft
First multiplayer video world model generating consistent first-person observations for two players simultaneously, trained on 12.6M frames of coordinated Minecraft gameplay. Published on arXiv, NYU.
Shipped
Teserax.io — Graph-Based AI Thinking Tool
A dual-lane, chat-first exploration tool that transforms linear LLM chat into a visual, non-linear graph canvas with AI orchestration, crosslink reasoning, multi-model BYOK support, and cloud persistence — shipped v2.0 with 64 issues closed across 5 development phases.
Accuracy
Cloud NLP Classification Service
Production-ready multi-model text classification service with zero-downtime model switching, deployed on GCP. DistilBERT achieves 96.57% accuracy.
Accuracy
MRI Brain Tumor Detection & Segmentation
Multimodal MRI classification and segmentation model trained on BraTS dataset with shared encoder, achieving 91.3% accuracy and 97.1% sensitivity.
Token Accuracy
PICO-LLM Research Pipeline
Modular LLM research pipeline for training and evaluating K-Gram MLP, LSTM, and KV-cache Transformer architectures with 22+ experiment configs.
Fewer Defects
AI-Driven Image-to-Text CI Automation
AI-powered image-to-text CI pipeline using Hugging Face Transformers for automated visual validation, reducing downstream defects by 15%.
Faster Resolution
RAG Support Assistant
Internal RAG-powered support assistant with Slack integration, OpenAI, and ChromaDB. Reduced manual ticket resolution time by 20% at CVS Health.
ASSETS 2023
Testaro — Web Accessibility Testing
Multi-tool web accessibility compliance evaluation and unified reporting pipeline. Presented at ACM SIGACCESS ASSETS 2023 representing CVS Health.