Janki Patel

Passionate Data Science student with a strong emphasis on timely project completion and continuous modification. A team player dedicated to fair duty distribution and attaining common goals. Motivated to apply technical skills, tackle complicated challenges, and manage time effectively in a professional setting.

CTA Transit February 2023 (Academic)

• Developed a streamlined, user-friendly Python program that improved data retrieval and computation from a complex CTA2 L daily ridership database using advanced SQL queries.
• Tailored the new software program to include general stats and ridership percentages, providing comprehensive insights into user travel patterns.
• Implemented Python code for diverse statistics calculation, enhancing data analysis efficiency.

Smart Car August 2023 (Personal)

• Executed thorough testing and debugging for smart car issues, ensuring reliability.
• Used Python for efficient automation of operations in our data analysis department.
• Led six-member team in designing, developing, and implementing Freenove smart car.
• Engineered IoT sensors and actuators for real-time data collection and control.

Spam Detection with Logistics Regression(Academic) December 2023

• Implemented a logistic regression model in Python with NumPy for spam detection, involving data preprocessing, feature normalization, and dataset segmentation.
• Leveraged vectorized NumPy operations for efficient training, applying gradient descent, cross-entropy loss, and L2 regularization to enhance model performance.
• Optimized model parameters via grid search, achieving high accuracy in email classification on validation and test data

• Certificate of Completion, 06/2023, Linux Administration

• Women in Computer Science, 08/2021, University of Illinois at Chicago
• Google Development Student Club (GDSC), 05/2021, University of Illinois at Chicago