$ ls ~/projects --sort=date

< Projects />

Building the future, one commit at a time. Here are some of my open-source projects and research work.

11 total
🔬 // Research
WIP
Research

> merkle-GPT

Merkle tree structures for verifiable LLM inference and output authentication

Python PyTorch Cryptography
🔬 // Research
WIP
Research

> encRec

Trie-routed recommendation under encrypted features for privacy-preserving ML

Python PyTorch DeepFM DLRM +1
🔬 // Research
WIP
Research

> LinkerLLM

Multi-model LLM serving system with weight section sharing inspired by runtime linkers

Python PyTorch CUDA Transformers
🔬 // Research
WIP
Research

> nanoZkinference

Zero-Knowledge Proof system for Transformer model verification with Fisher Information analysis

Python PyTorch zk-SNARK Circom
🔬 // Research
WIP
Research

> Belief-Dynamics

Research on false consensus attractors in multi-agent LLM debate systems

Python Ollama OpenAI API LangChain
🔬 // Research
WIP
Research

> FisherKD-Unified

Fisher Information-guided adaptive knowledge distillation framework implementing 12+ distillation m…

Python PyTorch Transformers WandB
🔬 // Research
ACTIVE
Research

> DriveMind-Prototype

Intelligent driving decision framework combining LLM reasoning with physics models for 4500x faster…

Python PyTorch Ollama/OpenAI CARLA +1