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  • Mannheim , Germany

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Hi, I'm Pratik 👋

🎓 MSc Data Science @ SRH Hochschule Heidelberg
🤖 AI/ML Engineer — LangGraph • Generative AI • MLOps
🇩🇪 Located in Mannheim, Germany

🔭 Currently building production-grade LangGraph applications for environmental & social good.

🔧 Tech

AI/ML: PyTorch · TensorFlow · Hugging Face · LangChain · LangGraph · Transformers ·RAG Data & MLOps: Kafka · Airflow · Databricks · Docker · Kubernetes
Web/Apps: Streamlit · Gradio · FastAPI

🚀 Featured work

  • SWIM — multi-agent HAB forecasting (LangGraph + LSTM/Transformer). Demo: Hugging Face Space
  • IntelliCrisis — real-time disaster event matcher (Kafka → Databricks → Datapipeline). Repo: link
  • PROMID — multilingual misinformation detector (XLM-RoBERTa). Model: Hugging Face

📫 Contact

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  1. IntelliCrisis IntelliCrisis Public

    Continuous monitoring system that ingests live disaster data from news APIs, NASA feeds, and emergency sources, providing semantic-scored alerts for immediate situational awareness.

    Python

  2. Swim-Agents Swim-Agents Public

    Python 1

  3. ML-OPS-PIPELINE ML-OPS-PIPELINE Public

    End-to-end Production MLOps Pipeline: automated training, deployment, monitoring, drift detection, and A/B testing using FastAPI, MLflow, DVC, Prometheus, Grafana, and Kubernetes.

    Python 1

  4. Quantum-ML-Drug-discovery Quantum-ML-Drug-discovery Public

    A full end-to-end Quantum Machine Learning pipeline for Drug Discovery. Includes molecular data processing, classical baselines, quantum feature maps, QML model training, evaluation, and results. U…

    Jupyter Notebook

  5. Homomorphic-Encryption-for-Machine-Learning Homomorphic-Encryption-for-Machine-Learning Public

    End-to-end encrypted medical prediction using Homomorphic Encryption (CKKS). The server performs ML inference directly on encrypted data — without ever seeing plaintext — enabling GDPR-compliant AI…

    Python

  6. ARKIS-Agentic-RAG ARKIS-Agentic-RAG Public

    A conservative, agentic RAG system with evidence-bounded synthesis, citation enforcement, and zero hallucination tolerance.

    Python