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I'm Gurumurthy Swaminathan, an AI Center of Excellence Lead, AI Architect, and Independent Researcher based in India. I specialize in building enterprise-grade AI agent systems, multi-agent architectures, agentic protocols, production RAG systems, and novel biophysical/biotech separation technologies.
- 📜 Patents & IP: Inventor of PFSGE (Indian Patent Application No. 202641085541) — a novel method & apparatus for High-Molecular-Weight DNA separation.
- 🔭 Currently Working On: Enterprise AI agent discovery platforms, agent-to-agent protocol orchestration, and biophysical simulation frameworks.
- 🌱 Currently Learning: Advanced agent memory architectures, dynamic prompt management, and Graph Neural Networks (GNNs).
- 💬 Ask Me About: AI/ML System Design, Agentic Workflows, Biophysical Modeling, Python, PyTorch, TensorFlow, & Cloud Architecture.
- 📫 Reach Me: LinkedIn | Email
- 🏢 ORCID: 0000-0001-6293-8668
| Patent Title | Application No. | Filing / Pub Date | Status | Field |
|---|---|---|---|---|
| A Pulsed-Field Spiral Gel Electrophoresis (PFSGE) Method and Apparatus for High-Molecular-Weight DNA Separation | 202641085541 |
July 13, 2026 Pub: Oct 23, 2026 |
📜 Published (Sec. 11A) | Biotechnology / Biophysical Instrumentation |
🧬 PFSGE Overview: Introduces a radially graded polymer porosity matrix combined with a multi-phase rotational electric field to overcome reptation-induced entanglement in HMW DNA molecules (>5 Mb).
Simulation framework and interactive 2D visualization environment for Pulsed-Field Spiral Gel Electrophoresis (PFSGE). Models Archimedean spiral polymer gradients, overdamped Langevin particle dynamics, and rotating electric fields.
Tech Stack: Python | NumPy | Matplotlib | Vercel
IP Status: Indian Patent Application No. 202641085541
License: MIT | 🌐 Live Interactive Web App
An AI-powered system for automatic recognition and classification of Indian classical Carnatic music Raagas using deep learning. Analyzes audio features to identify musical patterns and preserve cultural heritage.
Tech Stack: Python | TensorFlow | Librosa
License: MIT | ⭐ 3 stars | 🌐 Live Demo
Status: Actively maintained — Latest updates: Blog architecture redesign, Music-as-Code philosophy docs
Enterprise-grade AI agent memory management solution implementing episodic, semantic, and working memory architectures. Designed for long-term learning and context retention in conversational AI systems.
Tech Stack: Python | FastAPI | Redis | PyTorch
License: Apache 2.0 | 📦 Published on PyPI (v0.3.0)
Status: Actively maintained — 3 releases published
Comprehensive real-time metrics and monitoring dashboard for AI agents. Provides performance analytics, usage statistics, and diagnostic tools for optimizing agent behavior.
Tech Stack: Python | Docker | Grafana | Prometheus
Status: Production-ready monitoring solution
Deep learning project implementing Recurrent Neural Networks (RNN) for NLP tasks including text generation, sentiment analysis, and language modeling.
Tech Stack: Python | TensorFlow | NLTK | Keras
Status: Educational reference implementation
Environmental IoT data platform connecting sensor networks with AI-driven conservation insights. Real-time monitoring for sustainability and ecological research.
Tech Stack: Python | React | Node.js | MongoDB
Status: Prototype stage
Web application for managing temple lamp offerings and seva registrations with Google Sheets integration. Enables devotees to participate in sacred traditions digitally.
Tech Stack: JavaScript | HTML | CSS | Google Sheets API
License: MIT | 🌐 Live Demo
Status: 5 merged PRs, GitHub Pages deployed
PS3 DualShock-controlled Raspberry Pi robot with parallel sketch-drawing capability.
Tech Stack: Python | Raspberry Pi | PS3 Controller
License: MIT | ⭐ 3 stars
Knowledge graph API built with FastAPI and Neo4j for structured data relationships.
Tech Stack: Python | FastAPI | Neo4j
Status: Legacy project
Contributions to major open-source projects outside my personal repositories:
| Project | PR | Description | Status |
|---|---|---|---|
| google/adk-python | #5280 | Introduced pluggable SessionDataTransformer hooks for PII masking/redaction in DatabaseSessionService — protects sensitive LLM session data before database storage |
🟢 Open |
| google/adk-python | #5279 | Initial implementation of SessionDataTransformer for secure session state persistence | 🔴 Closed (superseded) |
| langchain-ai/langgraph | #6422 | Checkpoint-postgres feature complementing retry resilience improvements for robust state management in agentic workflows | 🟢 Open |
| skalesapp/skales | #62 | Built Skales Docs Navigator — Manifest V3 Chrome Extension with Side Panel UI for documentation navigation, live search, context-menu saving (+7,807 lines) | 🔴 Closed |
| Organization | Role |
|---|---|
| External contributor to ADK Python | |
| @langchain-ai | External contributor to LangGraph |
| @Chit-ai | Member |
| @Pusthak | Member |
| @Trineathra | Member |
| @Naadio | Member |
| @SivaArulveli | Contributor |
| @DataScientistForum | Member |
| @MahaPrasada | Member |
| @codevminds | Member |
- 680+ total contributions
- 330+ contributions in the past year
- Merged PRs across personal projects & major external repositories (Google ADK, LangGraph)
- Published packages on PyPI
- 🏆 Arctic Code Vault Contributor
- 🏆 Developer Program Member
- 🦈 Pull Shark (x2)
"I believe in the power of open-source collaboration and interdisciplinary research to drive innovation in AI, biophysics, and beyond!"
⭐️ From sgmoorthy