Google Student Ambassador · CS undergrad · open-source maintainer building Python/C++ data tooling, retrieval systems, and local-first developer tools
Jaipur, India · Building in public since 2024 · Available for open-source, internships, and systems/AI tooling work
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arnio C++ accelerated data preparation for Python and pandas
dooma Offline-first DSA practice CLI with local progress tracking
BhojRAG Hybrid retrieval for low-resource Bhojpuri / Indic NLP
nactograph Local-first evidence recorder for AI coding-agent runs
I like software that has a real engine under the surface: native extensions, search pipelines, CLIs, data tools, and systems where performance and correctness matter.
- Python + C++ tooling: pybind11, CMake, wheels, typed Python APIs, pandas/NumPy bridges.
- Retrieval and AI systems: BM25, FAISS, RRF fusion, evaluation metrics, RAG pipelines.
- Developer tools: terminal-first workflows, local state, reproducible reports, CI-friendly packaging.
- Open-source maintainership: issue triage, contribution guides, release automation, tests, docs, and community onboarding.
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C++ accelerated data quality toolkit for Python. Native CSV parsing, cleaning, schema validation, pandas integration, benchmarks, CI, wheel builds, and PyPI distribution. |
Offline-first DSA interview-prep CLI. 3,310 questions, 17,931 company mappings, fuzzy search, SQLite progress tracking, packaged runtime index, PyPI release, and multi-version CI. |
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Hybrid retrieval research framework for low-resource Bhojpuri NLP. Character n-gram BM25, dense retrieval, reciprocal-rank fusion, IR metrics, ablations, and paper-ready evaluation assets. |
Local-first flight recorder for AI coding agents. PTY capture, git snapshots, JSONL event logs, redaction, risk detection, static HTML reports, and npm distribution. |
- Maintaining public projects with issue templates, contributor docs, release notes, CI, and packaging.
- Using issues and pull requests to track release work, contributor tasks, roadmap items, and quality improvements across my own projects.
- Active GSSoC 2026 contributor/maintainer workflow on selected projects.




