Zainab Barwaniwala
student
Indore
Summary
Pursuing B.Tech in CSE with IT, with a strong passion for AI/ML and a dedication to continuous learning. Highly motivated to explore emerging technologies and enhance problem-solving abilities. Possess strong coordination and teamwork skills honed during diploma studies and B.Tech.
Overview
4
4
years of post-secondary education
Work History
- EduAid- AI Powered Textbook Solutions Web App : The system leverages a fine-tuned T5 Hugging Face model to generate and retrieve answers from a structured custom dataset, ensuring accuracy and efficiency. The web interface, built using Flask a template, offers a smooth user experience, enabling students to search for answers using structured question codes. By preloading the dataset, the application ensures fast lookups and seamless performance. The project integrates Python, Flask, PyTorch, Hugging Face Transformers, and JSON for structured data storage.
- Linear Regression using Gradient Descent : This example project demonstrates how Gradient Descent Algorithm may be used to solve Linear Regression problem as Opposed to solving it by Scikitlearn.
- Logistic Regression using Gradient Descent : This example project demonstrates how Gradient Descent Algorithm may be used to solve Logistic Regression problem as Opposed to solving it by Scikitlearn.
- Image Classification with Logistic Regression: In this project, I have built an image recognition algorithm that correctly classifies pictures as cat or no cat using Logistic Regression and Gradient Descent.
- Image Classification Using L-Layer Neural Network: Developed a deep learning model from scratch to classify images as “cat” or “not a cat” using an L-layer neural network. Implemented key components, including parameter initialization, forward propagation, backward propagation, and gradient descent, to optimize performance.
- Research Paper - Detection of Cyber Attacks in Smart Grid using AIML (ongoing)
Education
Bachelor of Technology - Computer Science With IT
SRM University
Chennai 08.2023 - 05.2027
Skills
Skills
- React
-HTML&CSS
- C
- C
- Java
-Python
- Computer Programming - Object-Oriented Software Development
- Coordination Skills
Timeline
Bachelor of Technology - Computer Science With IT
SRM University
08.2023 - 05.2027
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