AI/ML Engineer | Generative AI | AI Agents | Python
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I'm an AI/ML engineer based in Kerala, India. I build AI applications with Python, from machine learning models and document search to voice agents and backend APIs.
I'm looking for AI/ML Engineer and Applied AI Engineer opportunities.
I contributed two merged pull requests to Rhesis, an open-source platform for testing and evaluating AI agents.
- ClickUp MCP integration (#3087): Added task and document imports through Model Context Protocol (MCP), along with provider configuration, SDK setup, database registration, tests, and documentation.
- Tool timeout fix (#3091): Fixed premature HTTP 504 errors by extending the proxy wait limit for affected tool operations from 10 to 300 seconds. Added 9 Jest regression cases to check timeout rules.
An interview practice platform with text and live voice sessions, resume-based job matching, and automated performance feedback.
Core tools: Python, FastAPI, PostgreSQL, LLM agents
Status: In progress
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A student-support application that brings course advice, financial guidance, and PDF question answering into one chat, with specialist agents handling each area.
Core tools: Agno, Groq, Redis, Langfuse
View code · Live demo
Fine-tuned YOLOv8n for face detection, achieving 83.4% validation mAP50–95, and integrated ONNX Runtime for webcam inference.
Core tools: Python, YOLOv8n, ONNX Runtime, OpenCV
View code
| Area | Tools |
|---|---|
| Languages | Python, R, TypeScript, JavaScript, |
| Machine learning & vision | PyTorch, TensorFlow, scikit-learn, YOLOv8, ONNX Runtime, OpenCV |
| LLMs & agents | LangChain, LangGraph, Agno, CrewAI, Pinecone |
| Backend & data | FastAPI, Flask, SQLAlchemy, PostgreSQL, MongoDB, Redis |
| Voice & apps | LiveKit, Deepgram, Cartesia, Elevenlabs, Streamlit |
| Deployment & monitoring | Docker, GitHub Actions, Google Cloud, MLflow, Langfuse, Git |
I'm happy to discuss AI engineering roles, open-source contributions, and collaborations.