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nhprasan/README.md

Namaskaram 🙏, I'm Prasan

Machine Learning Engineer with industry and research experience building real-world AI systems. My work spans LLM-powered conversational AI, computer vision, predictive modeling, and applied robotics.

🧠 Areas of Focus

  • Machine Learning & Model Evaluation
  • Deep Learning (PyTorch, TensorFlow, CNNs)
  • NLP & Large Language Models (BERT, SBERT, RAG, LangChain)
  • Computer Vision (Object Detection, Re-Identification)
  • Applied AI for Robotics & Healthcare
  • Cloud & Data (Azure, GCP, SQL)

🚀 Selected Projects

  • TigerCensus — Individual tiger re-identification using deep learning (CV, Siamese Networks)
  • German Bank Loan Default Prediction — Recall-optimized risk modeling
  • MediBot — LLM-powered medical conversational assistant

🧪 Background

  • Project Research Scientist — Humanitarian Technology Labs (ICMR-funded)
  • MS in Machine Learning — University of Arizona

📫 Find Me Online

Pinned Loading

  1. TigerCensus TigerCensus Public

    This repository extends Microsoft's "CameraTraps" project to tackle individual tiger identification (re-identification or ReID) using deep learning. Building on the "Pytorch-Wildlife" framework, it…

    Jupyter Notebook 1

  2. GermanBankData_LoanDefaultPrediction GermanBankData_LoanDefaultPrediction Public

    The objective was to build a fully reproducible project that uses Machine Learning techniques with the intention of building a prediction model to assess whether the customer of a German bank who h…

    Jupyter Notebook 1

  3. MediBot MediBot Public

    Jupyter Notebook