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AShirsat96/README.md

Python AWS Machine Learning Generative AI LangGraph

Hi, I'm Aniket Shirsat πŸ‘‹

AI Engineer | Data Scientist | Generative AI | Machine Learning

I am a Singapore-based AI Engineer and Data Scientist passionate about building practical AI systems that solve real-world business problems.

My experience spans machine learning, Generative AI, NLP, document intelligence, predictive analytics, and cloud AI solutions. I enjoy taking ideas from concept to deployment by combining data science, software engineering, and business understanding.


About Me

  • πŸ‡ΈπŸ‡¬ Singapore Citizen
  • πŸŽ“ M.S. Applied Data Science, Indiana University
  • πŸŽ“ M.S. Management (Finance), Singapore Management University
  • πŸ’Ό Data Scientist at Nautarex Systems
  • 🌱 Currently exploring Agentic AI, Multi-Agent Systems, and Enterprise AI Applications
  • πŸ’¬ Interested in AI Engineering, Machine Learning, Applied Research, and Cloud AI

Featured Projects

Intelligent Document Processing

Automated invoice processing pipeline using Amazon Textract, AWS S3, and Python to extract structured information from business documents.

Tech Stack Python β€’ AWS Textract β€’ S3 β€’ OCR β€’ Document AI


AI PDF Support Chatbot

Built a Retrieval-Augmented Generation (RAG) chatbot capable of answering questions from uploaded PDF documents using OpenAI and LlamaIndex.

Tech Stack Python β€’ OpenAI β€’ LlamaIndex β€’ FAISS β€’ RAG


Multi-Agent Insurance Assistant

Developed a multi-agent AI assistant using LangGraph to coordinate specialized AI agents for insurance support workflows.

Tech Stack LangGraph β€’ OpenAI β€’ Python β€’ Agentic AI


Fuel Consumption Optimization

Developed machine learning models to optimize marine fuel consumption and improve operational efficiency.

Tech Stack Python β€’ XGBoost β€’ Machine Learning β€’ Time Series


Student Churn Prediction

Developed an end-to-end machine learning web application for predicting student attrition using Streamlit.

Tech Stack Python β€’ Scikit-learn β€’ Streamlit β€’ Plotly


Technical Skills

Languages

Python β€’ SQL β€’ R β€’ Flutter

Machine Learning

Scikit-learn β€’ TensorFlow β€’ PyTorch β€’ XGBoost

Generative AI

OpenAI API β€’ LangChain β€’ LangGraph β€’ LlamaIndex β€’ Ollama β€’ Prompt Engineering β€’ RAG β€’ FAISS

Cloud

AWS (Bedrock, Textract, SageMaker, Lambda, Rekognition, SES)

Azure Databricks

Azure Data Factory

Google Cloud Document AI

Data

Pandas β€’ NumPy β€’ Tableau β€’ Power BI β€’ Plotly


Current Interests

  • Generative AI
  • Agentic AI
  • Multi-Agent Systems
  • Document AI
  • NLP
  • Machine Learning
  • Cloud AI
  • AI for Enterprise Applications

Connect with Me

🌐 Website: https://aniketdshirsat.com

πŸ’Ό LinkedIn: https://www.linkedin.com/in/aniketshirsatsg/

πŸ“§ Email: aniketdshirsat@hotmail.com

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  1. pdf-support-chatbot pdf-support-chatbot Public

    AI-powered customer support chatbot using OpenAI and LlamaIndex to provide instant answers from PDF documentation. Reduces support ticket volume by 70% and improves customer satisfaction with 24/7 …

    Python

  2. AWS_Textract_Analyze_Invoice AWS_Textract_Analyze_Invoice Public

    Automated invoice processing using AWS Textract to extract structured data from expense documents and receipts. Eliminates manual data entry for accounting departments, speeds up expense reporting …

    Jupyter Notebook

  3. Multi-Agent-Insurance-System Multi-Agent-Insurance-System Public

    Multi-agent AI insurance support assistant built with LangGraph, OpenAI, ChromaDB, and SQLite.

    Jupyter Notebook