projects

Research

LakeQA

An exploratory QA benchmark for LLM agents searching and reasoning over a 9.5 TB data lake.

SANA

A diagnostic framework for isolating why QA agents fail over massive data lakes.

MINA

Linear-probing benchmark showing frozen DNA encoders recover coding-sequence family signal, not generic context.

Targeted Neural Audio Embeddings

Task-targeted brain encoding from Qwen-Audio speech features to cortical activations.

Personal

ResearcherX

Local-first AI research IDE with graph-based RAG and citation verification.

Untukmu Karyamu

Generative website builder and deployment workflow for MSMEs.