Innovative Principal Research Engineer specializing in backend API development, machine learning, statistical data analysis, deep learning, Knowledge Graph and geospatial sciences with 7 years of experience. Skilled in designing robust solutions for clinical trial, and genomics.
- Python, FastAPI, Flash, Postgres, Neo4j
- PyTorch, Jax, Transformers, OpenCV, BioPython, PySCF
- Langchain, Public LLM integration
- Backend API Development
- Machine Learning & Deep Learning
- Knowledge Graph
- Statistical Data Analysis
- Image Processing & Remote Sensing
- Large Language Model Finetuning (LLM), RAG, Agentic Frameworks, PINN
- Computational Geospatial Science
- Clinical Trials
- Computation Biology
- Genomics
- Active Learning for Probabilistic Machine Learning-Based Modeling of Dynamical Systems
- Data-driven multi-valley dark solitons of multi-component Manakov Model using Physics-Informed Neural Networks
- Detecting Parking Spaces in a Parcel using Satellite Images
- Enhancing IOT security by Homomorphic algorithm
- LinkedIn: Murugesh Marvel
- Email: muku.vadivel@gmail.com