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astrokathi/README.md
Hi There, I am Kathi

Architecting the future, one microservice at a time.

I've been creating microservices for more than 12 years now for my bread and butter 😁. Beyond the day job, I am deeply curious about what's next. I want to live in a futuristic world where everything is automated, technically advanced, and highly efficient - so I spend my time building the systems that will get us there.

My engineering philosophy is simple: Write strong fundamental base layers. From there, I use a plug-and-play approach to continuously augment and scale functionalities.

🛠️ Tech Stack

Languages & Infrastructure
Java Python NodeJS AWS AWS CDK

Frameworks & Libraries
Spring Boot Spring WebFlux Next JS React

AI & Agentic Workflows
LangChain LangGraph Fast MCP Chainlit Langfuse OpenWebUI RAG Fine Tuning LLMs

Databases & Vector Stores
MongoDB PostgreSQL ChromaDB

🚀 What I'm Working On

I am currently bridging the gap between robust backend systems and autonomous AI:

  • Backend & Architecture: Spring WebFlux, Reactive Programming, Microservices
  • AI & Agentic Workflows: Open WebUI, MCP Servers, Ollama, CherryStudio, Claude Code with Ollama, RAG

💻 Highlighted Projects

  • MCP Explorer: My latest project - creating a custom agent utilizing the Model Context Protocol Guide.
  • Automation Lab (WIP): Personal projects focused on automating newsletters and job feeds.
  • Academic Research: Wrote my Master's thesis on generating Orchestral Music using H-LSTMs.

(Stay tuned—there are many more interesting projects to come!)

📫 Let's Connect

LinkedIn Email

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  1. mcp-explorer mcp-explorer Public

    A local-first, multi-agent query interface built with LangChain, Chainlit, and Ollama, featuring dynamic Model Context Protocol (MCP) tool integration and Langfuse observability.

    Python 1

  2. ExpSolver ExpSolver Public

    Multi agent architecture to evaluate the BODMAS expressions

    Python 1

  3. thesis-hlstm-symphony-net thesis-hlstm-symphony-net Public

    3 Layered HLSTM trained on SymphonyNet

    Python 1

  4. search-docs search-docs Public

    Search Docs using Open API

    HTML 1

  5. hotel-bot-rasa hotel-bot-rasa Public

    This project is to create a rasa chatbot to mock booking a hotel.

    JavaScript

  6. inference-causality inference-causality Public

    IUBH Notes

    Jupyter Notebook 1