GenAI engineer in Noida, India. I build retrieval tooling for code LLMs, and I fix bugs in open-source LLM infrastructure and data tools.
| Project | PR | What it does |
|---|---|---|
| facebook/astryx | #5681 | useFocusTrap restored focus on dismiss even when focus never entered the trap, which left Typeahead inputs stuck closed. It now restores only if focus actually entered. |
| comet-ml/opik | #7981 | A return inside finally in the Anthropic stream patchers swallowed exceptions, so failing untracked streams ended silently. |
| Lamatic/AgentKit | #369 | New kit: Impact Radius Reviewer. Turns DiffContext output plus a PR diff into a reviewer brief: what will break, test coverage, blind spots. |
| punkpeye/awesome-mcp-servers | #12725 | List entry for DiffContext's MCP server. |
- comet-ml/opik #8064: persist
ScoreResult.metadatawith feedback scores across the Python SDK, Java backend (ClickHouse migration) and TypeScript SDK. Being narrowed after maintainer review. - kubeflow/mcp-server #292: upgrade to FastMCP 4 and MCP SDK v2 for the 2026-07-28 MCP spec, following the plan agreed with maintainers in #225. SSE is deprecated for one release instead of removed.
- bitcoindevkit/bdk_wallet #565:
finalize_psbtpanicked on overflow when an unconfirmed input had an unusedolder(n)branch. Unreachable relative locktimes are now treated as unsatisfied. - apache/superset #44773: legacy charts with an adhoc
granularity_sqlacrashed withunhashable type: 'dict'. Matches the column by its SQL expression instead. - enactic/openarm_dataset #75: reject non-finite and zero-norm pose quaternions in the dataset validator.
- BerriAI/litellm #38212: MiniMax responses returned empty
contentwhen the whole answer sat inside<think>.
Registered CommitFest reviewer (trakshanm). Reviews are posted on pgsql-hackers and pgsql-bugs.
- #6825 Segfault from re-entrancy in
ri_triggers.c. The author posted v4 after my review; now Ready for Committer. - #7296 Assertion failure in
tuplesort_begin_heap()from a parallel plan with a sort. Reproduced on master and 17–19; v3 fixes all four. Needs review. - #7345 Clear
FatalErrorearlier during crash restart. Needs review.
DiffContext · PyPI
Given a Python repo and a change, it selects the callers, overriding subclasses and tests the model needs, and packs them into a token budget. Static analysis (AST, call graph) plus BM25, zero runtime dependencies, MCP server included.
Evaluated on 701 real commits across 9 repos using git co-change as ground truth: at matched token budgets, recall is 0.576 against grep's 0.215. Precision is low (under 0.1 at the default top-k), and the README says so. diffcontext verify runs the same evaluation on your repo and prints NULL RESULT when the tool doesn't help.
LLM observability SDK audit While instrumenting DiffContext, I checked a tracing SDK's output against a local OTLP receiver that decodes the exported protobuf. Five findings, with reproducer scripts and a separate script that confirms the behaviours that work correctly.
TradeTrack Pro Market dashboard and personal finance tracker for Indian users. FastAPI + MongoDB backend with pandas-computed indicators (RSI, MACD, Bollinger), React frontend, live crypto prices over Binance WebSocket, Gemini-based analysis and chat.
Python, TypeScript, React, FastAPI, MongoDB, pytest, GitHub Actions, Cloudflare Workers. The open PRs above also involved Java (Opik backend) and Rust (bdk_wallet).