GPT-2 From Scratch: A First-Principles Transformer
LLM · Transformers · PyTorch
Projects
Private LLM Platform for Company-wide Coding Assistant
LLM Infrastructure · MLOps · Observability
Medical Code Classification via Linear Probing of LLM Activations
Healthcare AI · Interpretability
Constraint Programming for NP-hard Problems
Constraint Programming · Automated Reasoning
Mapping LLM Ideology with Multidimensional IRT
Psychometrics · LLM Evaluation · Bayesian Modeling
wQFMSpark: Species Tree Estimation Using wQFM in a Distributed System
Bioinformatics · Distributed Systems
Finetuning LLMs for Mental Health Counsel
Healthcare AI · NLP
ASR System for Patient Symptoms
Healthcare AI · Speech AI
Exercise Monitoring System
Healthcare AI · Computer Vision
SynthCases: Synthetic Patient Creator and Disease Classifier
Healthcare AI · Machine Learning
3PC: Implementing the 3-Phase Commit Protocol
Distributed Systems
Key Information Extraction From NID using Donut
Document AI · NLP
Object Detection with YOLO
Computer Vision
NER From Chatbot User Messages
NLP · Banking
Agrani Voice Banking Chatbot
NLP · Speech AI · Banking
Realtime Liveness Check
Computer Vision · Security
Audio Data Collection Portal
Healthcare AI · Infrastructure
AI Service Gateway
Infrastructure
Don’t Drop The Bomb
Hardware · Game Dev
Ray Tracing
Computer Graphics