Ritesh Patil
Senior Data Scientist | Generative AI | MLOps | Agents
- Role
- Senior Data Scientist at Accenture
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Ritesh Patil
Machine Learning Engineer with 4+ years of experience working on MLops, computer vision, deep learning, LLMOps and Gen AI
Experience
Senior Data Scientist
Oct 2024 — Present · Bengaluru, IN
Built and deployed multiple Retrieval-Augmented Generation (RAG) systems using Azure OpenAI, integrated with both AWS RDS (Postgres) and AWS OpenSearch as vector stores.• Implemented hybrid retrieval (keyword + semantic search) and applied cross-encoder reranking to ensure high contextual relevance of results.• Orchestrated deployments using FastAPI, AWS ECS, AWS ECR, AWS Lambda, and AWS API Gateway.• Developed and automated data processing pipelines using AWS Glue for scalable ingestion and transformation.
Education
Smt.Kashibai Navale college of Engineering
Bachelor of Engineering, Computer Engineering
University of Galway
Master of Science, Data Analytics
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