Dhavalkumar Limbachiya

WORK HISTORY

EDUCATION

ABOUT DHAVALKUMAR LIMBACHIYA

I’m a Data Scientist & AI Engineer with a strong focus on Generative AI, ML systems, and production-grade MLOps, backed by hands-on experience in both research and industry across Germany and India.With a Master’s in Computer Science (AI & Software Engineering) from TU Kaiserslautern, and experience at research institutions like DFKI and the August-Wilhelm Scheer Institute, I bridge the gap between cutting-edge AI research and robust real-world deployment. Key Areas of Expertise - Languages : Python, C++, SQL Cloud : AWS (EC2, S3, Lambda, Bedrock, SageMaker, IAM) Azure(Azure Functions, AzureML, AKS, ACI, Blob Storage) ML / Data Science : Pandas, OpenCV, SpaCy, Scikit-Learn, PyTorch, TensorFlow, HuggingFace Gen AI : LangChain, LangFlow, CrewAI, ComfyUI, SLRUM, ChromaDB, RAG, LoRA Tools : MLFlow, DVC, PostqreSQL, Docker, Apache AirFlow, Tableau, FastAPI, Streamlit Soft skills : English (Business Fluent), German (Intermediate) Impact Highlights -$10.49M saved via fraud detection systems deployed for major US banks Conducted research on stereotype bias awareness in AI-generated images, developing a pipeline to study and understand the emergence of visual stereotypes in text-to-image models, using LoRA fine-tuning and ControlNet. Engineered scalable serverless ML inference pipelines using Azure Durable Functions and AzureML, enabling efficient, production-ready deployment workflows. I’m passionate about building AI systems that are not just powerful, but interpretable, fair, and production-ready. Whether it’s optimizing model pipelines, fine-tuning GenAI models, or deploying LLM agents, I thrive at the intersection of innovation and impact. Let’s connect if you’re hiring for Data Science, AI Engineering, or GenAI roles or simply want to collaborate on solving challenging problems with AI.#MachineLearning #DataScience #GenerativeAI #LLMs #MLOps #AIEngineer #ComputerVision #RAG #LoRA #LangChain #ResponsibleAI #AzureML #SageMaker