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1. nanoGPT-DNA nanoGPT-DNA Public

   nanoGPT-DNA trains a transformer large language model (LLM) on DNA sequences using PyTorch to explore regulatory syntax in the human genome.

   Python

2. antibody-aff-pLM antibody-aff-pLM Public

   Fine-tuning ESM-2 protein language model for supervised antibody fitness prediction.

   Python

3. EGFR-pLM-Pathogenicity EGFR-pLM-Pathogenicity Public

   Structural and functional analysis of EGFR mutations and their impact on antibody resistance. Using ESM1b, a protein language model (pLM), for variant effect prediction, the project evaluates patie…

   Jupyter Notebook

4. HeartDiseaseMLInterpretation HeartDiseaseMLInterpretation Public

   Heart disease prediction model using XGBoost, with hyperparameter tuning, model evaluation, and interpretability through SHAP.

   Python 8 1

5. AutismSketchClassifier AutismSketchClassifier Public

   This project trains a ResNet18 from scratch using TensorFlow on 50 million images from the QuickDraw dataset. The final layer embeddings are used to build a KNN classifier for autism sketches.

   Jupyter Notebook 2 1

6. CurriculumVitae CurriculumVitae Public

   My CV/resume, highlighting my academic background and research in bioinformatics, genomics, and the application of machine learning.

   TeX