$ ls ~/projects --sort=date

< Projects />

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

8 total
πŸ”¬ // Research
WIP
Research

> merkle-GPT

Merkle tree structures for verifiable LLM inference and output authentication

Python PyTorch Cryptography
πŸ”¬ // Research
WIP
Research

> encRec

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

Python PyTorch DeepFM DLRM +1
πŸ”¬ // Research
WIP
Research

> LinkerLLM

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

Python PyTorch CUDA Transformers
πŸ”¬ // Research
WIP
Research

> nanoZkinference

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

Python PyTorch zk-SNARK Circom
πŸ”¬ // Research
WIP
Research

> Belief-Dynamics

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

Python Ollama OpenAI API LangChain
πŸ”¬ // Research
WIP
Research

> FisherKD-Unified

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

Python PyTorch Transformers WandB