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sanjana-garimella/README.md

πŸ‘‹ Hello, I’m Sanjana Garimella!

πŸŽ“ Graduate Student (M.S. in Data Science) at the University of California, San Diego. πŸ’» Former Software Developer at IBM, with hands-on experience in machine learning, automation, and scalable systems.

I’m passionate about developing scalable, intelligent solutions that bridge data science and system engineering β€” from automating workflows to building ML-powered applications.


πŸ’Ό Experience

Research Assistant – University of California, San Diego

  • Support large-scale neuroscience research by managing Python-based data workflows, system reliability, and MongoDB databases.
  • Focus on workflow optimization, automation, and computational reproducibility in collaborative research environments.

Software Developer – IBM

  • Automated security scans and enhanced the MEND vulnerability tracking system using Python, REST APIs, and Jenkins, impacting 100+ repositories across global teams.
  • Managed power subsystem automation within IBM z Systems and contributed to data analysis and multi-cloud provisioning initiatives.

Software Developer Intern – IBM

  • Built and deployed a Grafana dashboard integrating security scan data, improving visibility and decision-making for engineering teams.

πŸŽ“ Education

  • M.S. in Data Science, University of California, San Diego (2025–2027, In Progress)
  • B.Tech in Computer Science, KL University β€” CGPA: 3.65/4.0

πŸ€– Machine Learning Enthusiast

  • Amazon ML Summer Intern
    Gained expertise in supervised learning and deep neural networks, exploring their transformative potential.
  • Indian Servers ML Intern
    Developed Face Mask Detection system using OpenCV, Keras, and TensorFlow, applying machine learning to address real-world challenges during the COVID-19 pandemic.

πŸ”§ Key Academic Projects

1. Take a Trip

  • Description:
    Developed a travel and hospitality management website, enabling users to plan trips with curated destinations, hotel bookings, and travel agent connections.
  • Tools & Technologies:
    Django, Python, HTML, CSS, MySQL

2. Green Grow

  • Description:
    Built a platform connecting green entrepreneurs with stakeholders, promoting eco-friendly products.
  • Tools & Technologies:
    Spring Boot, AWS, MySQL, Java

3. Static Web Hosting

  • Description:
    Deployed a static website on AWS EC2, utilizing PuTTY and VPC for secure configuration.
  • Tools & Technologies:
    AWS EC2, Amazon VPC, PuTTY

4. Crop Prediction

  • Description:
    Implemented ML models (KNN, SVM, Random Forest) to predict suitable crops with 95% accuracy.
  • Tools & Technologies:
    Python, NumPy, Pandas, Scikit-learn, Matplotlib, Seaborn

5. Loan Eligibility Prediction

  • Description:
    Automated loan evaluation using supervised learning models, achieving 78% accuracy.
  • Tools & Technologies:
    Python, Scikit-learn, Logistic Regression, Random Forest

6. Face Mask Detection

  • Description:
    Built a deep learning model to classify mask usage with high accuracy, using OpenCV and Keras.
  • Tools & Technologies:
    Python, TensorFlow, Keras, OpenCV

πŸ”‘ Technical Skills

Python Python Java Java R R SQL SQL
Grafana Grafana Jupyter Jupyter VS Code VS Code Github GitHub
SpringBoot SpringBoot Numpy/Pandas Numpy/Pandas Flask Flask Matplotlib Matplotlib
Django Django TensorFlow TensorFlow Jenkins Jenkins AWS AWS

πŸ… Achievements

  • πŸ† Star of the Month Award
    Enhanced the MEND vulnerability tracking system, streamlining onboarding for over 100 repositories.
  • 🌟 Infrastructure All Hands Recognition
    Streamlined security onboarding processes across 18 global subsystems.
  • πŸŽ–οΈ People’s Choice Award
    Awarded for innovative multi-cloud provisioning MVP, reducing cloud costs by 40%.

πŸ“š Blogs


πŸ“ž Contact Information


🀝 Let's Connect!

πŸ’‘ I am constantly learning and passionate about tackling complex challenges. Let's connect and collaborate on exciting projects that make a difference!

Pinned Loading

  1. sanjana-garimella sanjana-garimella Public

    About Me

  2. sdp-projects/travel_tourism_hospitaity sdp-projects/travel_tourism_hospitaity Public

    CSS

  3. Crop-Prediction-Using-Machine-Learning Crop-Prediction-Using-Machine-Learning Public

    Crop prediction using Machine Learning Algorithms

    Jupyter Notebook

  4. green-grow green-grow Public

    Java

  5. aws-project-klu/static-web-hosting aws-project-klu/static-web-hosting Public

    1

  6. portfolio-website portfolio-website Public

    My personal portfolio website

    SCSS