Sanket Sonu
AI ML Engineer at UnitedHealth Group
Bengaluru, Karnataka, India
Summary
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Senior🎓
Top SchoolSanket Sonu is an AI/ML Engineer with 6.5 years in industry-focused machine learning and a total of 9 years’ engineering experience, currently working on generative AI and NLP at UnitedHealth Group and Philips. He has hands-on expertise in Python, TensorFlow, PyTorch and cloud-first ML deployments using AWS SageMaker, Bedrock and GCP Vertex AI, having built multilingual NLP pipelines and cost-optimized production systems. Notable achievements include reducing complaint-processing costs from ~$20,000 to ~$125 per million rows by replacing managed APIs with open-source models, and delivering a Claude-powered SQL agent chatbot for insights on complaints. His background spans game-data ML, NER and relation extraction, and survival analysis for product reliability—showing a mix of applied research and production pragmatism. A National College of Ireland MSc graduate, he actively shares work via GitHub and Kaggle, signaling a continuous drive to validate models and datasets in public repositories.
9 years of coding experience
5 years of employment as a software developer
Master's degree Data Analytics, Master's degree Data Analytics at National College of IrelandBachelor of Engineering - BE Information Technology, Bachelor of Engineering - BE Information Technology at Sapthagiri College of Engineering, Bangalore, India
English, HindiGithub contributions (5)
SanketSonu/NLP-Twitter-Sentiment-Analysis-Analytics-Vidhya
Dec 2021 - Mar 2022
Contributions:15 commits, 14 pushes, 1 branch in 2 months
SanketSonu/Data-Mining-and-Machine-Learning-Projects-Semester-1
Apr 2021 - Jun 2022
Contributions:7 pushes, 1 branch in 1 year 1 month
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