Shagun Srivastava

An end-to-end machine iserning project that predicts student performance based on various factors like attendance, study hours, and past academic records. The system is integrated with a Flask web application for user interaction, allowing usars to Input data and get performance predictions

This project involves a comprehensive solution that combines Deep Learning and OCR technologies to address multiple challenges. It classifies fruits as fresh or rotten using Convolutional Neural Networks (CNN) and arihances accuracy with Transfer Leaming using Efficient NetB0. Additionally, OCR techniques are implementad to extract product details, such brand name, MRP, and expiry data, from images scraped from the Flipkart Supermart website. The project also uses feature extraction for edge and contour detection to analyze product pockaging, and object detection with a YOLOV5 pretrained model to identify product shapes and text, ensuring both product. quality and detailed recognition.

A fashion recommendation system designed to suggest clothing items based on user preferences, trends, and historical data. The system utilizes machine leaming and deep leeming techniques to recommend outfits, ensuring an enhanced shopping experience

Comprehensive training on the fundamentals of Mechine Learning using Python Covered cons concepts supervised/unsupervised learning, regression, classification, and neural networks. Hands-on implementation of algorithms using libraries Ika NumPy, pandas, scist-learn, and TensorFlow. Built and fine-tuned ML models to analyze data and make accurate predictions. Ganed practical skills in applying Machine Learning techniques to real-world problems.

Task-1-Scrape and collect customer feedback by analysing third-party data Prasant your avsights in using PowerPoint Task 2-Prepare a dataset-Train a machine leaming model -Evaluate and present your findings

I have learn everything about data analysis from basic to advanced from freecodecamp. It is one of the best platform for all tech enthusiastic. It has free course with project & certification. Courses which they offered are Full stack development ,Data Analysis , Machine learning, DSA & many more .

I am working as a intern in Vardiano for 2-3 months.