Pinkey Kavar Bika

About

Computer Science and Engineering undergraduate with a strong foundation in Java, data structures and algorithms, OOP, and DBMS. IEEE-published researcher in computer vision with hands-on experience in AI/ML and deep learning, focused on building scalable software and AI-powered solutions.

Education

• BE in Computer Science and Engineering
  K. S. Institute of Technology
  Computer Science and Engineering · 2023 – 2027
• PUC
  St. Anne’s PU College
  2020 – 2022

Skills

• Communication
• C
• CSS
• Computer Networks
• GitHub
• HTML
• Adaptability
• Analytical Thinking
• Problem Solving
• Python
• Machine Learning
• MySQL
• Java
• JavaScript
• Operating Systems
• RStudio
• Object-Oriented Programming
• Data Structures and Algorithms
• Visual Studio Code
• Eclipse Ide
• Database Management Systems

Projects

• Deep Learning-Based Oral Cancer Detection System ↗
  EfficientNetV2-S, ConvNeXt-Tiny, Grad-CAM, PyTorch, OpenCV, NumPy, Pandas, Scikit-learn, Streamlit, VS Code

  Built a deep learning-based oral cancer screening prototype using EfficientNetV2-S and planned a ConvNeXt-Tiny ensemble. Implemented training, evaluation, Grad-CAM visualization, and a Streamlit deployment prototype.

• Full-Stack Online Food Ordering and Restaurant Management System ↗
  Java, JSP, Servlets, JDBC, MySQL, HTML, CSS, JavaScript

  Developed a full-stack web application to streamline online food ordering and restaurant management with authentication, menu management, shopping cart, order processing, and CRUD-based database operations.

• Mulberry Leaf Disease Detection Using YOLOv11 ↗
  Python, PyTorch, YOLOv11, OpenCV, NumPy, Scikit-learn, Matplotlib, VS Code

  Developed a two-stage computer vision system to detect mulberry vs. non-mulberry leaves and classify healthy vs. diseased mulberry leaves. Built an end-to-end deep learning pipeline with augmentation, training, validation, prediction, and performance visualization.

Courses & certifications

• Python for Computer Vision with OpenCV and Deep Learning · Udemy

📚 Publications

• YOLOV11n-Based Hierarchical Framework for Mulberry Leaf Health Assessment · 2026