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faivan95/README.md

Welcome to my Ted Talk 👋

LinkedIn Medium Goodreads Email

Motivated individual trying to make machines a bit more human by specializing in interacting with Large Language Models (LLMs), NLP, Software Development and various modern technologies.

💻 About Me

  • 👨‍💻 Software Developer focused on NLP and Large Language Model (LLM) applications
  • 🏢 M.Sc. in Informatics from the Technical University of Munich
  • 🐍 Fluent in Python, C++, and always happy to learn more!
  • 🤖 Making machines a bit more human, one model at a time
  • 📚 Sci-fi & fantasy bookworm (Goodreads)
  • 🧑‍🔬 Always tinkering with new projects in NLP, embeddings, and AI

🚀 Highlighted Projects

Python LangGraph Docker PostgreSQL Streamlit LangSmith

An autonomous, containerized multi-agent AI system that ideates, codes, self-heals, and executes quantitative trading strategies via Python and Pandas. Powered by local LLMs and LangGraph state orchestration.

🎥 Live Execution Demo

DESKTOPCAPTURE__2026-04-25__00-33-56_montage.mp4

  • Munich_Walking_Isochrones:
    Geospatial Data project that shows the reachable walking zones from the center of Marienplatz in Munich.

    Marienplatz

    Language: Python

  • RAG Pipeline:
    Retrieval-Augmented Generation (RAG) using indexed documents in order to evaluate input text with Deepseek-R1 8B Model.
    Language: Python

  • Topic_Modeling_Pythia:
    Topic modeling in Python using embeddings from various checkpoints of GPT-NeoX LLM training.
    Language: Python

  • Matrix_Template_Cpp:
    A C++ program for matrix operations, supporting both strings and numbers via templates.
    Language: C++

...and more on my GitHub!

📫 Let's Connect

⚡ Fun Facts

  • 👁️‍🗨️ Always on the lookout for a good bargain
  • ☕ Runs on memes, curiosity, and plot twists
  • 🤓 Can usually be found reading or building the next LLM-powered thing

Thanks for stopping by! May your models converge and your books have happy endings!

Pinned Loading

  1. Walking-Isochrones Walking-Isochrones Public

    Geospatial Data project that shows the reachable walking zones from the center of Marienplatz in Munich

    Jupyter Notebook

  2. Topic-Modeling-Pythia Topic-Modeling-Pythia Public

    Topic modeling done in python using embeddings available at different checkpoints of training on GPT-NeoX Large Language Model (LLM)

    Python 1

  3. Matrix_Template_Cpp Matrix_Template_Cpp Public

    A C++ program that has matrix functionality. Templates were used to make it usable irrespective of whether elements are strings or numbers in the matrices.

    C++

  4. BookWorm BookWorm Public

    A book management system and reader made using ASP.NET. Here, users can upload and read their books. They can also bookmark and comment on individual pages.

  5. Typing-Test Typing-Test Public

    OpenGL was used to make a simple 2D game where users press the alphabets in order to destroy the circles containing those alphabet at their centers before they reach the center of the screen.

  6. Voice-Recognition Voice-Recognition Public

    A voice recognition system made using Java Sphinx API. Users speaks and if it matches the programmed phrases, the corresponding task is done, such as, opening browser, closing media player etc.