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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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Let's Connect!

LinkedIn: Jobin John Discord: Jobin John Kaggle: Jobin John Orcid: Jobin John

💻 Tech Stack

🧬 Bioinformatics & Genomics

Bioconductor / R
Bioconductor / R
BioPython
BioPython
Genomic Databases
Genomic DBs
Sequence Processing
Pipeline Tools

🧠 Artificial Intelligence, LLMs & Quantum Computing

TensorFlow
TensorFlow
PyTorch
PyTorch
ChatGPT
ChatGPT
Claude
Claude AI
Gemini
Gemini
Llama 3
Llama 3 / Local
Qiskit
Qiskit / Quantum

⚛️ Computational Modeling

MATLAB
MATLAB
C++ Simulation
C++ Simulation
SciPy / Simulations
SciPy Engines

🚀 Programming Languages

Python
Python
R
R
C++
C++
JavaScript
JavaScript

🛡️ Cybersecurity, Networking & Low-Level Hooks

Kali Linux
Kali Linux
Regex Processing
Regex / Parsing
PowerShell Systems
PowerShell
Network Analysis
Wireshark / Net

🛠️ Infrastructure, Cloud & Build Tools

Bash / Shell
Bash / Shell
Docker Containers
Docker
Kubernetes Clusters
Kubernetes
AWS Cloud
AWS
Git Version Control
Git / GitHub

🖥️ Platform Support & Hardware Architecture

Linux Kernel
Linux Kernel
Ubuntu Server
Ubuntu OS
Windows Host
Windows Host
VS Code IDE
VS Code

Pinned Loading

  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. DeBruijn_Genome_Assembly DeBruijn_Genome_Assembly Public

    Implementing a complete DeBruijn graph assembly pipeline in R

    R

  4. Bacterial_Growth_Simulation Bacterial_Growth_Simulation Public

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

    HTML

  5. 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

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

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

    Jupyter Notebook