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Backend repository for GeneScope that includes the chatbot, interactive DNA and gene simulation, and trivia game questions.

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Biotechnology Education Platform (Illumina-Aligned)

An interactive website designed for students and educators to explore biotechnology, genetics, and DNA sequencing. Built as a resource to support AP Computer Science Principles, Data Structures, and Biology classes using real-world tools and datasets modeled after Illumina’s genomic technologies.

For educaters and leaners

This project can be used to:

  • Demonstrate biotechnology concepts interactively
  • Integrate biology and computer science curricula
  • Enable students to explore DNA sequences, mutation types, and gene function hands-on
  • Foster inquiry-based learning through visual tools and interactive simulations

Educational Features

  • Hands-on gene mutation simulation using real DNA sequences.
  • Select from Sandbox or Fix-the-Gene game modes.
  • Interactive tutorial guides walk users through genetic concepts.
  • Connects biology and computer science in a tangible way.
  • Designed for classroom integration or independent learning.

Live Site + GitHub


Integrated Datasets

This project uses real and simulated data from the following sources:


Technologies Used

  • Backend: Python, Flask
  • Frontend: Jinja2, Tailwind CSS, HTML, JavaScript
  • Database: SQLite3 (with preloaded .db files)
  • APIs: Ensembl, OpenTDB, NIH/NCBI (via JSON)
  • Deployment: Docker, docker-compose, AWS, NGINX

Acknowledgments

  • Developed for the Open Coding Society

  • Entered into the pilot city Illumina Interactive Biotech Education Game project

  • Dataset and science design inspired by Illumina, NIH, NCBI, and Kaggle

  • JWT login and user auth by Aiden Wu, CSP Contributor


License

MIT License © 2025 Nora Ahadian, Sonika Denuva, Katherine Chen, Zoe He, Avika Prasad, Gabriela Connelly


Project Setup

1. clone and install

mkdir -p ~/biotech-edu && cd ~/biotech-edu
git clone https://github.com/nighthawkcoders/flask_2025.git
cd flask_2025
python -m venv venv
source venv/bin/activate
pip install -r requirements.txt

### 2. run the app
flask run

### 3. a .env file in your backend
#### containing these user defaults
ADMIN_USER= "toby"
ADMIN_PASSWORD= "123Toby!"
DEFAULT_USER= "hop"
DEFAULT_PASSWORD= "123Hop!"

### 4. Generate your own gemini api key labeled:
API_KEY

### 5. Initialize the database
./scripts/db_init.py

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Backend repository for GeneScope that includes the chatbot, interactive DNA and gene simulation, and trivia game questions.

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