CSE Student @ Vel Tech, Chennai
- 🎓 Computer Science Engineering student at Vel Tech, Chennai, specializing in AI, Machine Learning, and MLOps.
- 📼 Author & Maintainer of
rerunner(PyPI) — Deterministic record-and-replay engine for offline testing and debugging of LLMs and AI agents. - 🌐 Open Source Contributor:
kedro-plugins: 3 merged PRs (#1536, #1538, #1543) improving dataset serialization, test coverage, and documentation.sktime: Merged PR #11445 (forecasting horizon API modernization); authored PR #11448 whose foundation model streaming update pattern was adopted across 6 models (Issue #11245).cleanlab,zenml,kedro, andevidently: Actively fixing NumPy 2.0 / Python 3.12 compatibility, retry backoffs, and distributed runner pipelines.
- 🛰️ Built SatQuery-AI for SIH 2026 (ISRO / SAC) — multimodal Earth observation AI integrating SAR-optical fusion and deterministic GIS verification.
- 🚀 Engineered the Smart Child Nutrition Deficiency Tracking System, deployed across 10 districts (under review for IEEE conference publication).
- 📍 Chennai, India · 📬
aakash1552005@gmail.com
rerunner records external API interactions (OpenAI, Anthropic, Gemini, HTTP APIs) into deterministic cassettes, enabling fast, offline, zero-token-cost CI test execution and time-travel debugging.
- ⚡ Server-Sent Events (SSE) Replayer: Deterministically replays streaming tokens for OpenAI and Anthropic SDKs without network access.
- ☁️ Pluggable Storage: First-class support for Local, AWS S3 (
s3://), and Google Cloud Storage (gs://) backends. - 🛡️ Automated Sanitization: Masks API keys, JWTs, emails, phone numbers, and IP addresses before cassettes are written to disk.
- 📊 OpenTelemetry Export: Native telemetry export for request latency, cost savings, and token distribution analysis.
pip install rerunner| Project | Stars | Status | What I Built / Fixed |
|---|---|---|---|
kedro-org/kedro-plugins |
9.3k+ ⭐ | 3 Merged · 7 Active | • PR #1536 & PR #1538: Merged into main (CSVDataset index rationale & HoloViews Python 3.10 fixes).• PR #1543: Merged into main (experimental dataset YAML documentation).• PR #1545 & PR #1546: SQLTableDataset preview schema fix & PathLike support across 11 datasets. |
BerriAI/litellm |
18k+ ⭐ | Maintainer Reviewed | • PR #46887: Multi-byte UTF-8 incremental chunk decoder for SageMaker event streams. • PR #46900: Enforced team member overall budget cap on router fallback targets with zero-cost primary models. |
sktime/sktime |
3.5k+ ⭐ | 1 Merged · Blueprint Adopted | • PR #11445: Merged into main (forecasting horizon API modernization).• PR #11448: Zero-shot TimerForecaster streaming update logic adopted as reference architecture across 6 foundation models (Issue #11245). |
cleanlab/cleanlab |
10k+ ⭐ | Active PRs | • PR #1343: Fixed ranking cutoff bounds in token classification. • PR #1344: Added bounding box normalization and migrated to NumPy 2.0 np.isin. |
zenml-io/zenml |
4.1k+ ⭐ | Active PRs | • PR #5346: Fixed step retry exponential backoff calculation. • PR #5347: Fixed remote S3/GCS cloudpickle materializer check. • PR #5348: Implemented global active project fallback. |
kedro-org/kedro |
9.3k+ ⭐ | Under Review | • PR #5811: Modernized DaskRunner distributed deployment guide and native CLI runner parameters. |
evidentlyai/evidently |
5.5k+ ⭐ | Active PR | • PR #1955: Resolved Python 3.12+ regex syntax warnings and NumPy 2.0 compatibility layer. |
⭐ "Turning data into decisions, one model at a time."