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1. RAG-AI-Agent-n8n-Milvus-Ollama- RAG-AI-Agent-n8n-Milvus-Ollama- Public

   Event-driven Retrieval-Augmented Generation (RAG) system with automated Google Drive ingestion, Milvus vector storage, and local LLM inference using Ollama — fully Dockerized.

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2. microservices-document-summarizer microservices-document-summarizer Public

   A multi-service document processing system built with FastAPI and Ollama. Uploads text files, chunks them into 200-word segments, and generates AI-powered summaries using a local LLM.

   Python

3. 3-ServiceFastApi 3-ServiceFastApi Public

   Distributed 3-service FastAPI system that accepts text, splits it into chunks, and analyses each chunk in parallel — with background job tracking, structured logging, and Docker.

   Python

4. CaseStudy_Cyclistic-Bike-Share CaseStudy_Cyclistic-Bike-Share Public

   This case study analyzes differences in bike usage between annual members and casual riders. Insights will guide a marketing strategy to convert casual riders into annual members, boosting Cyclisti…

5. CUSTOMER-CHURN-PREDICTION CUSTOMER-CHURN-PREDICTION Public

   Jupyter Notebook

6. PREDICTING-HEALTH-INSURANCE-COSTS PREDICTING-HEALTH-INSURANCE-COSTS Public

   Jupyter Notebook