Vishwanatha Perala
Machine Learning Engineer @Metdesk
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WORK HISTORY
Machine Learning Engineer @Metdesk
Wendover, GB
Developing LaMa-based inpainting model for reconstructing missing weather observations- Preprocessing 55+ years of ERA5 data, including geographic cropping and normalization- Engineered end-to-end ML inference pipeline that leveraged LLMs, LangChain, and FastAPI withvector databases for scalable deployment- Architected RESTful APIs for seamless ML model integration and deployment workflows- Refactored ML pipelines for scalability; built Dockerized solutions for production environments.
EDUCATION
Vignan's Institute of Information Technology
Information Technology
Queen Mary University of London
Master of Science - MS, Artificial Intelligence
SKILLS
ABOUT VISHWANATHA PERALA
You miss 100% of the models you don’t train.” - Wayne Gretzky“ - Michael Scott“ - Me
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