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treese41528/README.md

Assistant Professor of Practice | Department of Statistics | Purdue University


Languages

Python R JavaScript React HTML5 CSS3 Bash

ML & Data Science

PyTorch TensorFlow scikit-learn Pandas NumPy

Infrastructure & Deployment

Flask Docker SQLite PostgreSQL Linux Git Sphinx Cloudflare

Research Areas

  • Computer Vision and 3D Reconstruction (COLMAP, SMPL-X, Gaussian Splatting, Pose Estimation)
  • Single-Cell Genomics and Bioinformatics (GeneCompass, MoTrPAC)
  • NLP and LLM Application Development (RAG Pipelines, Course-Constrained AI)
  • Statistical Education Technology and Accessible Course Design

Publications

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  1. LB-CNN LB-CNN Public

    LB-CNN: Convolutional Neural Network with Latent Binarization for Large Scale Multi-class Classification

    Jupyter Notebook 2