Saniya Afroz Ansari

I am a passionate Computer Science student specializing in Data Science, currently pursuing my Bachelor's degree. With hands-on experience in machine learning, deep learning, and image processing, I've developed practical projects that demonstrate my skills in Python and data analysis. I thrive in collaborative environments, actively contributing to academic events and technical projects, showcasing my leadership and problem-solving capabilities

SQL And Web Development Technologies Project - Academic - Nagpur, India

(2024-08 - 2024-12)

Inventory Management System project developed for small businesses to track and manage product stock

• Built and optimized machine learning models in Python for structured data analysis and predictive insights
• Built a web-based system using SQL and web technologies to manage inventory and supplier information
• Implemented SQL Triggers to generate automatic alerts when stock levels exceeded or dropped below set limits
• Enabled quick supplier communication by storing supplier contact details for efficient restocking

Computer Vision Intern - College Startup - Nagpur, India

(2025-01 - 2025-12)

Internship role focused on Computer Vision and image processing applications

• Developed a Python-OpenCV system for automated extraction of key details from driving license images
• Implemented image preprocessing techniques (grayscale conversion, denoising, thresholding) to enhance OCR accuracy
• Integrated OCR to extract license number, name, and date of birth from documents initially
• Designed verification logic to cross-check extracted details against challan records for pending traffic violations
• Tested and validated system using diverse datasets to ensure robustness and accuracy
• Enhanced traffic violation detection by verifying extracted license details against challan records

Bachelor of Engineering - Computer Science and Engineering (Data Science) - St. Vincent Pallotti College of Engineering and Technology (2023-07 - 2027-05)

Higher Secondary Education - 12th Grade - St. Francis De Sales College (2021-06 - 2023-05)