Ritesh Patil

Senior Data Scientist | Generative AI | MLOps | Agents

Role
Senior Data Scientist at Accenture
Location
Bengaluru, KA, IN
LinkedIn followers
500 followers
Information TechnologyView LinkedIn profile

About Ritesh Patil

Machine Learning Engineer with 4+ years of experience working on MLops, computer vision, deep learning, LLMOps and Gen AI

Experience

  1. Senior Data Scientist

    Accenture

    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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Ritesh Patil — Senior Data Scientist at Accenture in Bengaluru, KA, IN | Unifers