I run an agent pipeline that finds real bugs across tracked repos, fixes them, tests them, and ships the PR directly. No staging step, no rubber stamp. Most of what's below came out of that.
What I work on
- Agent pipelines → source, fix, test, ship real code, no human in the loop until it's already merged
- ML infra and debugger tooling → gdb/lldb pretty printers, inference optimization, CUDA scheduling
- Trustworthy AI → federated learning, zero knowledge proofs, explainability
Merged PRs, last 30 days (auto updates, not hand edited)
| Repo | What it was |
|---|---|
| NVIDIA/TensorRT-Model-Connect | fix(cli): unify kv-cache-size byte parser between CLI and benchmark |
| tenstorrent/whisper | Do not let MXR disable pointer masking in M-mode |
| tenstorrent/tt-installer | fix(installer): disable firmware updates by default in container mode |
| microsoft/apm | fix(audit): allow local Claude-skill deps to omit apm.yml |
| NVIDIA/TensorRT-Model-Connect | Parse family import scanning with ast instead of regex |
| NVIDIA/cudf-spark | Remove inert InMemoryTableScanExec allowances in cache_test.py [databricks] |
| griddynamics/rosetta | Remove dead _validate_topic function |
| DeusData/codebase-memory-mcp | test: cover wrong JSON types in the MCP robustness layer |
| bkuan001/halo-record | Fix chain verification propagating a stale self-declared hash after a break |
| HKUDS/Vibe-Trading | fix(onboard): create .env.partial with owner only permissions |
| yzhao062/awesome-auditable-ai | Standards: add the tamper-evident log and attestation primitives |
| diegosouzapw/OmniRoute | chore(quality): add an RTL layout ratchet |
| usestrix/strix | Create credential files with owner-only permissions |
| DeusData/codebase-memory-mcp | fix(graph-ui): rank Accept-Language by q instead of substring match |
Background
- Backend and automation infrastructure for a data-driven marketing platform → real recurring revenue
- Cerebras Fellowship → paper to deployable product on Cerebras hardware
- Deep Learning Research Intern, IIT Roorkee → SegFormer and CFAN work, 82% mIoU
- AI Intern, Golden Bird Healthcare → multimodal clinical documentation system, 82% Dice score
- Zerobase Startup School (top 20, Korea) · Google for Startups x Antler