Siddheshwari Bankar

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About

Hey there, I’m Siddhi – part data scientist, part problem-solver, and full-time enthusiast for all things tech! My journey into data science and development isn’t just a story of code and algorithms—it’s about curiosity, creativity, and the thrill of turning complex problems into elegant solutions. I specialize in building systems that help businesses and people make smarter decisions. From creating predictive healthcare models to crafting sleek full-stack web applications, my projects blend deep technical know-how with a passion for making things work better, faster, and smarter. I love the challenge of taking raw data and molding it into something meaningful, something that can actually move the needle. But let’s not make it all about work. When I’m not coding up the next big idea, I’m probably either getting lost in a good book, exploring the culinary world in my kitchen (I make a mean pasta!), or just hanging out with friends—most recently, two adorable cats, Bella and Terroncito, who gave me a crash course in feline psychology! I’m always up for a new challenge, be it a tricky algorithm or a quirky side project. If you’ve got a problem that needs solving (or just want to talk about life, tech, or cats), feel free to reach out. I believe in collaboration, constant learning, and adding a bit of fun into everything I do. Let’s create something great together!

Skills

As a Computer Science graduate with a strong knowlegde in Data Structures, OOP and Data Science, I have developed a diverse skill set that allows me to tackle complex challenges and deliver actionable insights. Here are some of the key areas where I excel.

Python 100%
SQL 90%
Tableau 75%
JavaScript 80%
React 90%
APIs 55%

Work and Education

This section showcases work experience and education.

Summary

Siddheshwari Banakr

Innovative and results-driven Software Engineer with 2+ years of experience developing scalable applications and data-driven solutions, from initial concept to final implementation, optimizing processes and enhancing user experience.

  • Seattle, WA
  • (206)-712-5810
  • siddheshwaribankar24@gmail.com

Education

Master in Computer Science & Data Science

March 2024

Seattle University, Seattle, WA

  • Courses: Distributed Systems, Software Architecture, Big Data Analytics, Artificial Intelligence, Machine Learning
  • Activities: 2x Grace Hopper Celebration Scholar, Women in Tech club, Event Operations Crew Lead

Bachelor in Computer Engineering

May 2022

University of Pune, Maharahstra, India

  • Courses: Data Structures and Algorithms, Operating Systems, Database Systems, Computer Graphics
  • Activities: National Service Scheme member

Professional Experience

Data Science Researcher

March 2023 - Present

Seattle University, Seattle, WA

  • Developed and implemented a Synthetic Data Generation System, improving rare event prediction by 30%.
  • Designed 8 variants of the SMOTE algorithm to tackle class imbalance and enable comparative analysis.
  • Experimented with ML models and Transfer Learning, boosting accuracy by 20% through hyperparameter tuning.
  • Built a pipeline to generate and assess synthetic data quality, packaging it for modeling to improve efficiency.
  • Conducted troubleshooting, code reviews, and wrote test cases to enhance reliability and system performance.

Software Engineer - Data Science

January 2021 - January 2022

M. B. B. Consulting Engineers and Architects, Maharahstra, India

  • Automated data extraction from various sources, reducing manual effort by 40% and ensuring timely data availability for analysis.
  • Collaborated with teams to build efficient data pipelines, reducing processing time by 30%.
  • Ensured secure coding practices and unit testing, increasing system reliability and reducing errors.
  • Led the dashboards creation and reports, improving decision-making and contributing to 25% boost in on-time project deliveries.

Projects

My portfolio showcases a diverse range of projects that span the fields of Data Analysis, Artificial Intelligence/Machine Learning (AI/ML), and Fullstack Development. Each project represents a unique challenge where I’ve applied my skills to deliver data-driven insights, build intelligent systems, and create dynamic web applications. Whether it’s harnessing the power of data to drive decisions, developing innovative AI solutions, or building end-to-end web platforms, these projects demonstrate my ability to solve complex problems across various domains. Explore my work below to see how I approach real-world challenges through technology and innovation.

  • All
  • Data Analytics
  • AI/ML
  • FullStack

Publications

Explore my research publications on AI, Data Science, and Healthcare Informatics, contributing to advancements in machine learning, data analysis, and responsible AI.

  • Incremental SMOTE with Control Coefficient for Classifiers in Data Starved Medical Applications
    W. D. Bae, S. Bankar, et al.
    26th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2024)
    Read Full Paper
  • SDGnE: A Synthetic Data Generation and Evaluation System for Rare Event Prediction
    W. D. Bae, S. Bankar, et al.
    29th International Conference on Database Systems for Advanced Applications (DASFAA 2024)
    Read Full Paper
  • VISITGST: A Visitor Management Android Application
    Sanjana Patil, Vaishnavi Jadhav, Siddheshwari Bankar
    International Journal of Innovative Research in Science, Engineering and Technology (IJIRSET 2022)
    Read Full Paper
  • Synthetic Data Generation and Evaluation Techniques for Classifiers in Data Starved Medical Application
    W. D. Bae, S. Bankar, et al.
    IEEE Access (2024)
    Status: Under Review
  • Content-based vs. Similarity-based Deep Learning Approaches for Walkability Assessment
    A. Kadam, M. Vu, S. Bankar, et al.
    40th ACM/SIGAPP Symposium On Applied Computing (ACM SAC 2025), October 2024
    Status: Under Review