Samrudhi Bhadarge

Mumbai, India.

About

I'm a tech enthusiast with a knack for turning raw data into valuable insights. My background in Information Technology, combined with hands-on projects in machine learning and data analysis, has equipped me with the skills to tackle any data challenge. I'm excited to bring my passion and expertise to a Data Engineer role and contribute to a data-driven organization.

Education

Datta Meghe College of Engineering

Bachelor of Engineering

Information Technology

Grade: 8.63 сgpa

S.M. Shetty Junior College

PCM

Projects

Sentiment Based Recommendation System

Summary

Developed a sentiment-based recommender system with emotion detection and a mental health-focused chatbot the input is processed and trained on algorithms and best recommendations are generated. Enabled personalized content recommendations Implemented recommendation algorithms to analyze user behavior and preferences

Movie Recommendation System

Summary

Developed a personalized movie recommendation system using machine learning to enhance user engagement and satisfaction Implementation of collaborative and content-based filtering techniques. Application of machine learning algorithms for building recommendation models.

SuperMarket Management System

Summary

The supermarket system stores and tracks the products from admin and user end. Shoppers ('User') can choose a variety of products ('Product') across multiple product categories ('Category') in order to generate an order ('Order') that is stored within the database.

Sales Insights

Summary

Performed data cleaning using MySql and data modelling using tableau created a Tableau dashboard displaying revenue, sales quantity and top customers and products by market and year.

Publications

Emotion-Driven Personalised Recommendation System

Published by

IRJMETS

Summary

Published a paper in International Research Journal of Modernization In Engineering Technology and Science. The goal of this study is to use convolutions neural networks (CNNs) to efficiently classify human face sentiment expressions This project's main goal is to create a unique Sentiment-Based Recommender System that uses image-based mood analysis to increase user interaction.

Skills

Languages

Java, Python, SQL, HTML, CSS, JavaScript.

Libraries

Pandas, Numpy.

Framework

React.

Certificates

Web Development

Issued By

Udemy

Java, Python, SQL

Issued By

HackerRank