Senior Software Engineer · Open-source contributor · I make LLM systems faster, safer, and more reliable.
- Applied AI infrastructure — inference tuning, agent frameworks, RAG pipelines, evals.
- Upstream open source — I fix real bugs in the tools I use and send the patch back.
- Systems that stay up — SRE tooling, workflow orchestration, observability.
I like problems where a measurement settles the argument: a benchmark, a repro, a failing test turned green.
| Project | What it is | Stack |
|---|---|---|
| armtune | Auto-tunes llama.cpp for Arm64 and proves it on GitHub's free Arm runners — 5.03× faster decode, 66% smaller model, fully reproducible from the Actions tab. |
Python · C++ · KleidiAI · GGUF |
| scopecheck | Eval harness measuring whether tool-using agents respect a declared permission boundary when crossing it would be easier. Ships with a 5-page writeup. | Python · LLM evals · AI safety |
| sre-coworker | Alert → citation-backed root-cause brief → human approval → Jira ticket → Devin drafts the fix PR. Deterministic triage, no LLM in the loop until the fix. | Python · Pub/Sub / SQS / Redis · Jira · Devin API |
| opssentinel | Autonomous operations analyst on Snowflake: dynamic-table anomaly detection, Cortex Search for root cause, human-approved actions. Snowflake CoCo CLI Hackathon 2026. | Snowflake · Cortex · Python |
| ratelab | Interactive playground to visualize and compare rate-limiting algorithms in real time, with copy-paste implementations. | TypeScript |
Patches I've landed or have in review across the AI / infra ecosystem:
Merged
- PHPOffice/PHPPresentation — Apple Keynote (
.key) reader and writer - docling-project/docling — keep WebVTT cue text ordered after multi-line spans
- deepset-ai/haystack — standard split metadata for
DocumentSplitter(split_by="function") - thomaspinder/GPJax — consolidate duplicated paramax-unwrap helper · #684 remove unreachable compat shim
In review
- onyx-dot-app/onyx — Jira Service Management connector
- commaai/openpilot — MetaDrive sim bridge on macOS
- avajs/ava — seeded random test-file ordering
- PHPOffice/PHPWord — Microsoft Works (WPS) writer
- BerriAI/litellm · google/adk-python · chroma-core/chroma · agno-agi/agno · stanfordnlp/dspy · run-llama/llama_index · camel-ai/camel · huggingface/smolagents · oracle-devrel/oracle-ai-developer-hub
📍 India · Currently open to senior / staff roles in AI infrastructure and platform engineering.



