StudyLings
14 interactive self-study projects unified under a shared Python framework — 854 exercises across economics, physics, G…
Building the future, one commit at a time. Here are some of my open-source projects and research work.
14 interactive self-study projects unified under a shared Python framework — 854 exercises across economics, physics, G…
A non-invasive debugging framework for multi-agent LLM systems that reconstructs causal fault graphs from execution log…
Visual neural architecture search: drag-and-drop NN builder with SHAP/Fisher-guided NAS and evolutionary search in ~480…
GNN + LLM hybrid recommendation with grokking detection using LightGCN/GraphSAGE and Qwen2.5-3B.
Historical narrative conflict detection using BM25 + knowledge graphs + belief graph reasoner, submitted to IJCAI-ECAI/…
Distributed multi-agent coordination runtime with actor model, AST-based conflict detection, backpressure, and circuit …
Uncertainty-calibrated residual world models with 18% lower prediction error and deep ensemble uncertainty decompositio…
Guardian-Analyst two-tier edge intelligence with sub-2ms HMM routing on Jetson Orin Nano.
30+ layer contribution metrics from 7 categories unified in one toolkit, with bridges for Torch-Pruning and PEFT LoRA r…