Swati Shinde
Junior Data Scientist | Generative AI Engineer | LLM | LangChain | LangGraph | AI Agents | Agentic AI | Python
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About
Data Scientist with 2 years of experience building Machine Learning and Generative AI solutions using Python, SQL, Deep Learning, NLP, Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG). Experienced in the complete ML lifecycle, including data preprocessing, feature engineering, model development, evaluation, deployment support, and business analytics. Skilled in designing intelligent AI applications using LangChain, LangGraph, Hugging Face, vector databases, and modern NLP techniques.
Passionate about solving complex business problems through scalable AI and data-driven decision-making.
Experience
Junior Data Scientist - Caplix Technologies - Pune, IN
(2024-03 - 2026-04)
- Designed and implemented Retrieval-Augmented Generation (RAG) pipelines using LangChain and LangGraph.
- Built AI Agents with tool calling, conversation memory, and multi-step reasoning.
- Developed Agentic AI workflows for autonomous task execution.
- Integrated LLMs with vector databases (FAISS, ChromaDB) for semantic document search.
- Created prompt engineering strategies to improve response quality and reduce hallucinations.
- Built document intelligence solutions using OpenAI and Hugging Face models.
- Collaborated on enterprise chatbot and document Q&A solutions using LangGraph and LangChain.
Education
Graduate Certificate Program In Data Science - IIIT Bangalore & upGrad (2023-06 - 2024-01)
Master Of Business Administration - pune university (2014-07 - 2016-06)
Bachelor Of Computer Application - Pune University (2011-06 - 2014-07)
