$ ls ~/projects --sort=date

< Projects />

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

36 total
STATUS:
ALL ACTIVE WIP COMPLETED ARCHIVED
TYPE:
ALL Research (21) Tools (11) Systems (11) AI/ML (11) Blockchain (3)
PRIVATE ACTIVE
Research

EasyWorldModel

Uncertainty-calibrated residual world models with 18% lower prediction error and deep ensemble uncertainty decompositio…

Python PyTorch Hydra
EXPLORE()
PRIVATE ACTIVE
Research

EdgeRoutingICML

Guardian-Analyst two-tier edge intelligence with sub-2ms HMM routing on Jetson Orin Nano.

Python HMM TinyLlama
EXPLORE()
ACTIVE
AI/ML

Uni-Layer

30+ layer contribution metrics from 7 categories unified in one toolkit, with bridges for Torch-Pruning and PEFT LoRA r…

Python PyTorch scikit-learn
EXPLORE()
PRIVATE ACTIVE
Tools

Deep-Research-Bundles

Multi-agent RAG research system with 6 agent types, 4 execution modes, hybrid retrieval, and MCP protocol integration.

Python FastAPI CrewAI LangGraph +2
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PRIVATE ACTIVE
AI/ML

GoGameExplanation

In preparation for ACL Rolling Review (October cycle): Evidence-Based Dominance theorem proves evidence verification is…

Python KataGo Stockfish DeBERTa-v3 +2
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Interruptr
PUBLISHED ACTIVE
Research

Interruptr

Multi-agent C/C++ vulnerability detection achieving ~96% detection rate vs Cppcheck 12%, with 95% cost reduction vs GPT…

Python AutoGen LangGraph
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ACTIVE
AI/ML

IntegriRef

Accepted at NLPCC 2026. The first citation verification system that goes beyond existence checking to full semantic cla…

Python DeBERTa-v3 SciBERT ONNX +2
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PRIVATE ACTIVE
AI/ML

RecCache

ML-aware caching for recommendation systems: 45% cache hit rate, 85% latency reduction on hits, and under 3% NDCG degra…

Python PyTorch Redis online K-Means +1
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PRIVATE ACTIVE
Research

CrystleLLM

Quotient space reasoning for LLMs: identifies 64-72% semantic redundancy and reduces token usage by 26.8%.

Python vLLM GSM8K MMLU +4
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