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Swatisdpt/README.md

Hi, I'm Swati 👋

Research Enthusiast | Protein Biology | Learning ML for Biology

I am passionate about understanding proteins — how they fold, behave, and function — and I’m currently expanding into machine learning methods in protein biology.
My goal is to build strong computational skills while contributing to meaningful biological research.


🔬 Background in Protein Biology

I have hands-on experience with essential wet-lab techniques, including:

  • Recombinant DNA cloning
  • Protein expression in bacterial and yeast systems
  • Protein purification workflows (IMAC, IEX, GF)
  • Cryo-EM data processing (CryoSPARC, RELION)

I enjoy bridging experimental insights with computational approaches as I grow in ML-driven biological analysis.


🤖 Expanding Into ML for Biology

I am currently learning and practicing:

  • Python & R
  • scikit-learn, TensorFlow fundamentals
  • Data analysis workflows
  • Introductory ML modelling in biological contexts

📂 What You’ll Find in This Portfolio

  • Learning projects in ML for general and biological datasets
  • Notes and mini-projects documenting my journey into computational biology
  • Code exploring protein-related datasets, structure-based features, and basic model building
  • Open practice notebooks as I improve step-by-step

🌱 What I’m Aiming For

  • Strengthening my computational skillset
  • Working on ML-based biological research projects
  • Building a solid foundation for PhD-level computational biology work

📬 Let’s Connect

Feel free to reach out if you're working on something exciting in protein biology or computational methods — I’m always happy to learn and collaborate!

Popular repositories Loading

  1. Swatisdpt Swatisdpt Public

  2. AI_Omics_Research_Internship_2025 AI_Omics_Research_Internship_2025 Public

    HTML

  3. Machine_Learning_Coursework Machine_Learning_Coursework Public

    Jupyter Notebook

  4. CryoEM-Data-Analysis CryoEM-Data-Analysis Public

  5. ML_in_structural_biology ML_in_structural_biology Public

    Self-taught mini projects in structural biology and bioinformatics using ML methods