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Nifdi01/README.md

I build full-stack web applications and command-line tools to streamline workflows.

What I Do

  • Doctoral Student in Genomics
  • Building full-stack apps and CLI tools for genomic data analysis
  • Core Tech: Python, TypeScript, React, FastAPI, Docker, Jupyter

Tech & Tools

  • Languages: Python, TypeScript, JavaScript, SQL, C++
  • Backend & Data: FastAPI, Django, Celery, Redis, PyTorch, Pandas, Jupyter, Spring, Sklearn, Numpy
  • Frontend: React, Vite, Tailwind CSS
  • Environment: Linux, Neovim
  • Cloud & Deployment: Docker, GitHub Actions, AWS, GCP, Railway, on-premise

📫 Connect With Me

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  1. posthoc posthoc Public

    PostHoc is a framework for benchmarking and comparing post-hoc explainability methods for deep learning models in genomics. It evaluates attribution consistency, robustness, and agreement across me…

    Python

  2. virus-classifier-app virus-classifier-app Public

    Full Stack Virus Classification Application. Comes with experiments and comparative analysis of models, frontend, and backend APIs.

    Jupyter Notebook 1

  3. chest-xray-impact-analysis chest-xray-impact-analysis Public

    A systematic impact analysis of data augmentation, loss functions, and regularization techniques on multi-label chest X-ray classification using the NIH ChestX-ray14 dataset.

    Jupyter Notebook