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Achievement: Pull SharkAchievement: Quickdraw

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Danial-Ghofrani/README.md

🌟 Welcome to My GitHub 👋

👨‍🔬 About Me

I’m Danial Ghofrani, a Biotechnology student fascinated by AI, biology, and medicine. I love exploring machine learning and deep learning to solve complex biological challenges.

Currently, I’m diving into deep learning 🧠, advancing my Linux skills 🐧, and studying bioinformatics through Coursera 🧬.

🧪 Research Meets Code

1. 🧬 BiogenExplorer

A tool for gene presence detection and allelic diversity analysis with a MySQL backend and interactive command-line scripts.
Tech: Python 🐍, MySQL 🛢️, Pandas 📊, Matplotlib 📈.

2. 💡 Stroke Feature Analysis

Explores patient data for correlations with stroke occurrences using data visualization and statistical analysis.
Tech: Python 🐍, Pandas 📊, Seaborn 🎨, Jupyter Notebook 📒.

3. 🦠 Automated Antimicrobial Susceptibility Testing

Combines deep learning for disk diffusion zone measurement and a CLSI-inspired database for antibiotic resistance thresholds.
Tech: Python 🐍, TensorFlow 🧠, OpenCV 📸, MySQL 🛢️.

4. 📰 Biology News Web Scraper

Scrapes daily news from ScienceDaily and saves it as a CSV with titles, summaries, and links.
Tech: Python 🐍, Web Scraping 🌐.

🎯 Current Focus

  • 🌌 Exploring deep learning through hands-on projects.
  • 🐧 Mastering Linux after recently switching to it as my operating system.
  • 📚 Studying the Coursera Bioinformatics Specialization by the University of California, San Diego.

🛠️ Skills

  • Programming: Python 🐍, MySQL 🛢️, TensorFlow 🧠, Pandas 📊.
  • Data Science: Statistical analysis 📈, visualization 🎨, machine learning 🤖.
  • Lab: PCR 🧪, microbial culture 🧫, microscopy 🔬.

📫 Contact Me

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  1. Stroke_Exploratory_Data_Analysis Stroke_Exploratory_Data_Analysis Public

    In this project, we explore various features to identify potential relationships between these features and the occurrence of strokes in patients.🩺💖

    Jupyter Notebook 2

  2. Disk_Diffusion_Database Disk_Diffusion_Database Public

    🧫💊A Python-based database management system for disk diffusion test antibiotic resistance thresholds, inspired by CLSI guidelines. Features include automated database creation, MIC classification, …

    Python 1

  3. Bioinformatics_coursera Bioinformatics_coursera Public

    📚 Exercises and notes from Coursera's Bioinformatics Specialization 🧬. Dive into algorithms, Python programming, and the secrets of DNA, genes, and genomes. 🚀

    Python