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Debugging life, one gene at a time
♟️
Debugging life, one gene at a time

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JobinJohn24/README.md

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💻 Tech Stack

HTML
HTML
JavaScript
JavaScript
React
React
Node.js
Node.js
TypeScript
TypeScript
Python
Python
Java
Java
R
R
SQL
SQL
C++
C++
Bash
Bash / Shell
Docker
Docker
Git
Git
GitHub
GitHub
VS Code
VS Code


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  1. DNA_Risk_Classification DNA_Risk_Classification Public

    A bioinformatics pipeline integrating knot theory with five bioinformatics metrics that classify 20 DNA sequences by structural and biological risk.

    Python

  2. DeBruijn_Genome_Asembly DeBruijn_Genome_Asembly Public

    Implementing a complete DeBruijn graph assembly pipeline in R

    R

  3. Bacterial_Growth_Simulation Bacterial_Growth_Simulation Public

    An R-based ODE model for simulating bacterial growth dynamics under antibiotic exposure with parameter fitting and dosing strategy optimization.

    R

  4. Cross-Species-GC-Content Cross-Species-GC-Content Public

    Statistical comparison and visualization of GC content across species using ANOVA, t-tests, and post-hoc analyses to reveal genomic variation.

    Jupyter Notebook

  5. Stroke-Prediction-Model Stroke-Prediction-Model Public

    Machine learning model for predicting stroke risk using clinical and lifestyle data, including analysis, preprocessing, training, evaluation, and interpretability.

    Jupyter Notebook

  6. Synthetic-Patient-Generator Synthetic-Patient-Generator Public

    Uses generative models to simulate synthetic patient datasets for drug development while preserving privacy.

    Jupyter Notebook