RESEARCH SYSTEM
SetupX ↗
From a repository URL to a verified environment. Experience retrieval, speculative execution, and adversarial verification.
Research & Projects
COLLABORATIVE RESEARCH
Workspace-Bench 1.0 ↗
A benchmark for agents working across realistic workspaces and large-scale file dependencies.
SURVEY & RESEARCH RESOURCES
LLM/Agent-as-Data-Analyst ↗
Research across data modalities, including my contributions on video and 3D-model analysis.
COURSE PROJECT
SpeechMaster ↗
Budget-aware self-supervised speech recognition with complementary model routing and representation-compression experiments.
COURSE PROJECT
KV Cache Compression ↗
Comparing StreamingLLM, SnapKV, and PyramidKV on Pythia-70M: quality, memory, and latency trade-offs.
SCIENTIFIC TOOL
MS/MS Annotation Platform ↗
A local application for blind and model-assisted structure annotation, peak-level evidence, and exportable results.