Peeyusha Shelake
AI Engineer | LLM, RAG & Agentic AI
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About
I am an AI Engineer with nearly 2.7 years of relevant experience in creating innovative AI solutions. My professional journey has equipped me with deep knowledge of LLMs, RAG frameworks, and multi-agent systems.
At Verizon Data Services India Pvt
Ltd, I excelled in developing AI-driven applications with a strong focus on prompt engineering and user-driven outcomes. I thrive in collaborative environments and am passionate about leveraging technology to solve complex problems.
Experience
AI/ML Engineer - Verizon Data Services Pvt Ltd India
(2023-06 - 2025-12)
Telecommunication services and solution provider
- Designed and implemented end-to-end Generative AI solutions aligned with telecom and enterprise use cases
- Built LLM-powered applications capable of understanding complex user queries and generating context-aware responses
- Architected Retrieval-Augmented Generation (RAG) pipelines combining LLMs with enterprise document retrieval to ensure factual and grounded responses
- Implemented document ingestion pipelines including chunking strategies, embedding generation, and vector storage
- Developed Agentic AI workflows using LangChain and LangGraph, orchestrating multiple agents for query understanding, retrieval, reasoning, and response synthesis
- Engineered robust prompt templates to reduce hallucinations, enforce response structure, and improve answer accuracy
- Exposed GenAI capabilities through REST APIs using FastAPI and Flask for real-time consumption
- Containerized GenAI services using Docker and deployed them on AWS EC2 for scalable inference
- Leveraged AWS S3 for document storage and embedding persistence; explored SageMaker for experimentation and model hosting
- Collaborated closely with backend, data, and product teams to integrate GenAI solutions into existing platforms
- Performed continuous evaluation and refinement of GenAI systems based on latency, relevance, and user feedback
Education
BTech - Annasaheb Dange College of Engineering and Technology (2019 - 2022) Sangli, Maharashtra
Diploma - Government Polytechnic Satara (2016 - 2019) Satara, Maharashtra
S.S.C - Chhatrapati Shivaji Vidyalaya (2015 - 2016) Sangli, Maharashtra
