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Debugging life
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Debugging life

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JobinJohn24/README.md

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Let's Connect!

LinkedIn: Jobin John Discord: Jobin John Kaggle: Jobin John Orcid: Jobin John Portfolio LeetCode

💻 Tech Stack

Languages:

Bioinformatics:

AI/ML:

Databases:

Security:

Cloud:

🔨 Currently Working On

Histopath_Agent

AI model that scans a convolutional vision model for tissue-scan risk classification with a language-generation layer that converts the model's output into a readable clinical summary, tackling both the detection and adoption problem.

Cloud Cost Optimizer

A SaaS tool that connects securely to a company's AWS account, spots the wasted spend hiding in idle or oversized resources, and turns that into clear savings recommendations, built as a real product with billing baked in from day one rather than just a portfolio demo.

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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 1

  2. 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

  3. Bacterial_Growth_Simulation Bacterial_Growth_Simulation Public

    A browser-based pharmacodynamics simulator modeling bacterial growth using live ODE (RK4) solving

    HTML

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

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

    Jupyter Notebook

  6. Scientific-Paper-Summarizer Scientific-Paper-Summarizer Public

    Scientific Paper Abstract Summarizer built with Hugging Face and Gradio

    Python