Ritikesh Choube

Senior AI Engineer | LangGraph · CrewAI · Google ADK · MCP | Multi-Agent Systems & RAG in Production | Tech Lead

Mumbai, Maharashtra, India

About

4 years. 3 production AI systems in regulated financial environments. 0 audit findings. I'm a Senior AI Engineer leading AI development at Datamatics - building agentic systems, RAG pipelines, and LLM infrastructure that enterprise clients in banking, healthcare, and international development actually depend on. 80% RFP win rate. 67% reduction in end-to-end processing time. 400 req/sec peak throughput. Tech stack: LangGraph · CrewAI · Google ADK · MCP · Azure OpenAI · AWS Bedrock · GCP Vertex AI · FastAPI

Experience

  • Consultant - AI Lead at Datamatics
    Mar 2025 - Present · 1 yr 4 mos

    -- Leading a team of 5 AI engineers within the AI Center of Excellence, overseeing technical direction, code reviews, and end-to-end delivery. -- Delivery across Agentic AI, RAG, Text-to-SQL, and Multi-Agent Orchestration using LangGraph, CrewAI, Google ADK, AWS Bedrock, Neo4j, FAISS. -- Led client solutioning and RFP responses across BFSI, healthcare, and international development sectors

  • Ai Research And Development Engineer at Jio Platforms Limited (JPL)
    Oct 2022 - Mar 2025 · 2 yrs 6 mos

    — Designed scalable AI/ML architectures integrating LLMs, vector databases and custom embedding pipelines. — Built robust data processing workflows using Kafka, HANA, Hive, Presto, and Blob Storage for high-throughput analytics. — Orchestrated AI model deployments on Kubernetes with CI/CD pipelines via Azure DevOps and GitLab. — Enabled multimodal data handling (text, speech, documents) with OCR, Azure Speech Services, and custom parsing tools. — Developed and fine-tuned traditional ML/DL models for classification, clustering, and regression tasks using TensorFlow and scikit-learn.

  • Data Science Intern at Cognizant
    Jan 2022 - Aug 2022 · 8 mos

  • Cloud Engineering Intern - GCP at Wipro
    Jan 2022 - Aug 2022 · 8 mos

  • Student Coordinator at GeeksforGeeks
    Mar 2020 - Dec 2021 · 1 yr 10 mos

    Engaging Students with different coding competiton Solving their Bugs,Errors