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  • Braunschweig, Germany

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KartikRane/README.md

Hi 👋, I'm Kartik Rane

AI/ML Engineer • Agentic AI • LLMs • Machine Learning

Building intelligent systems at the intersection of AI research and software engineering.

👨‍💻 About Me

I'm an AI/ML engineer with a background in computer science and data science, interested in building intelligent systems that move beyond standalone models toward real-world AI applications.

  • 🤖 Worked on AI workflows and multi-agent architectures at Fraunhofer IOSB, including MCP-based systems, Python services, and integration of AI components into research-oriented software environments.
  • 🔬 Gained research experience at TU Braunschweig, working on machine learning problems involving non-stationary data and distributional change.
  • 📊 My Master's thesis focused on Continuous Normalizing Flows for modeling evolving probability distributions, including end-to-end ML pipelines for training, time-dependent density estimation, experiment tracking, and GPU-based model development.
  • 🧠 Interested in Agentic AI, LLMs, RAG, generative AI, deep learning, and ML systems.
  • 🛠️ I enjoy working across the full engineering lifecycle — from experimentation and model development to APIs, tooling, testing, deployment, and maintainable Python software.

Popular repositories Loading

  1. instance_repository_backend instance_repository_backend Public

    Forked from d-krupke/instance_repository_backend

    A simple framework to easily build a query API and search index for a benchmark instance repository.

    Jupyter Notebook 1

  2. amazon-product-review-NLP amazon-product-review-NLP Public

    Sentiment analysis pipeline for Amazon product reviews using NLP, text preprocessing, EDA, and classical machine learning models.

    Jupyter Notebook 1

  3. text2cypher text2cypher Public

    Fine-tuned SmolLM2-135M-Instruct with LoRA to generate Cypher queries from natural-language questions and graph schemas. Built the complete training and evaluation pipeline, compared full-prompt an…

    Python

  4. MCP-Aggregator_Hermes MCP-Aggregator_Hermes Public

    Exploring Hermes Agent integration with a stage-gated MCP tree architecture for academic paper processing

    Python

  5. KartikRane KartikRane Public