Harshini V

Data Science | Machine Learning | AI Enthusiast

I am an aspiring MSc Integrated Data Science student seeking a challenging position in Data Science to apply my skills in data analysis, statistical analysis, and machine learning for organization's growth.

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Harshini V

M.Sc. Data Science | AI | ML

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Projects

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About Me

Harshini V

Hello, I'm Harshini

I am currently pursuing MSc Integrated Data Science at Thiagarajar College of Engineering, Madurai. I'm passionate about leveraging data science and machine learning to solve real-world problems. With strong technical skills in various programming languages, data visualization tools, and front-end/back-end development, I am equipped to handle diverse data science projects. My academic background has provided me with a solid foundation in machine learning, deep learning, and applied statistics. I am ready to learn, adaptable to new environments, and possess excellent leadership and communication skills. I enjoy working on challenging projects that allow me to apply my analytical thinking and problem-solving abilities.

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My Skills

Programming Languages

Python C C++ Java

Data Science & ML

Machine Learning Deep Learning Applied Statistics NLP CNN Predictive Analytics

Data Visualization

Excel Tableau Power BI Plotly

Front-End Development

HTML CSS JavaScript Streamlit Plotly Dash

Back-End Development

MySQL MongoDB Flask Django Database Management

Tools & Technologies

Docker Git GitHub Databricks Xampp

My Projects

Project 9

Credit Card Offer Acceptance Prediction

Python SHAP XAI AIF360 Fairlearn

An ethically-aware deep learning project to predict credit card offer acceptance while mitigating income-based bias using SHAP, Fairlearn, and AIF360

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Project 8

Reliance Trends Sales Analytics & Forecasting Dashboard

ML Streamlit Data Visualization

This Streamlit dashboard provides a comprehensive analysis and forecasting of monthly sales revenue for Reliance Trends' Madurai store, leveraging machine learning for future predictions

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Project 7

Blinkit Sales Dashboard

Power BI Data Visualization

An interactive Power BI dashboard visualizing Blinkit's sales performance across outlets, item types, and customer ratings for strategic insights

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Project 1

CluckCare – Chicken Disease Prediction

Python CNN Deep Learning

Developed a deep learning system to predict chicken diseases using Convolutional Neural Networks

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Project 2

Movie and Book Recommendations with Genre Mapping

Python NLP ML Streamlit

A smart recommendation system that uses Twitter Sentiment Analysis and Genre Mapping to suggest books and movies tailored to a user’s emotional tone

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Project 3

Productivity Predictor for Garment Manufacturing

Flask Python ML HTML/CSS/JS

A Flask application to predict the productivity of garment manufacturing employees using a pre-trained Random Forest Regressor model and XGBoost classification model

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Project 4

Impact of Personality Traits on Academic Performance

Python ML Predictive Analytics Big Five Model

Analyzed the regression and correlation between personality traits and academic performance using the Big Five Model

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Project 5

Student Achievement Management System

HTML CSS JavaScript Xampp PHP

A comprehensive student achievement management system designed to track academic progress and performance

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Project 6

Quiz Game with OOPS and C++

OOPS C++

Created a Quiz Game Project developed using C++ programming language using classes and objects and other concepts of OOPS

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My Experience

AI Driven Sales Forecasting

Madura Coats Pvt Ltd

June 5 - December 5, 2024

Developed and implemented AI-based sales forecasting models to predict future sales trends and optimize inventory management. Worked with large datasets to identify patterns and make accurate predictions using machine learning algorithms.

Productivity Predictor for Garment Manufacturing

Madura Coats Pvt Ltd

June 2024 (2 weeks)

Created a machine learning-based system to predict productivity in garment manufacturing. Utilized Flask, Python, and web technologies to develop an interactive application that helps optimize manufacturing processes.

Internship in Power BI

Cogtis Technologies Pvt Ltd

January 14-15, 2024

Completed intensive training on Power BI for data visualization and business intelligence. Learned to create interactive dashboards and reports for effective data-driven decision making.

Machine Learning and its Application

NSIC-TSC Hyderabad

January 24 - February 7, 2023

Underwent comprehensive training on machine learning applications and implementation strategies. Gained hands-on experience with various ML algorithms and real-world use cases.

Publications

Strategies to Enhance Web-Based Learning

Research and Reflections on Education ISSN 0974 – 648 X(P) Vol.21, No.1A, March 2023

Paper for International Conference on "Emerging Trends in Online Teaching Assessment and Learning" (eTOTAL).

UGC Care Approved

Alzheimer's Diagnosis: Harnessing ML and DL for Enhanced Prediction and Understanding

Book chapter for "Artificial Intelligence Transformations for Healthcare Applications" publishing under IGI Global

January-March 2024

Completed

Transforming Rice Agriculture: Integrated Mobile Application for Automated Classification, Disease Prediction, and Crop Health Assessment

Book chapter for "Digital Farming: Case Studies and Applications of IoT and AI in Agricultural", publishing under CRC Press, Taylor & Francis Group, USA

February-May 2024

Under Review

Achievements

Second Place in Idea Harvest 2024

Secured second position in the Idea Harvest 2024 competition held at Thiagarajar College of Engineering on March 12, 2024.

Second Place in Madurai Hackathon 2023

Won second place in the Madurai Hackathon 2023 held at Thiagarajar College of Engineering with a cash prize of Rs.25,000.

Third Place in Madurai Hackathon 2022

Secured third position in the Madurai Hackathon 2022 held at Solamalai College of Engineering with a cash prize of Rs.12,000.

Academic Topper

Academic Topper (I – VI semesters) in MSc Data Science program from 2021-2024.

Poster Presentation Contest

Won first prize in Poster Presentation Contest in TECHUTSAV ‘22 organized by the Association of Data Science during the academic year 2021-2022.

Machine Learning Contest

Won second prize in Machine Learning Contest organized by the Association of Data Science during the academic year 2023-2024.

Paper Presentation

Won Third prize in Paper Presentation organized by the Association of Data Science during the academic year 2023-2024.

Mathematical & Statistical Research Contest

Won in Mathematical & Statistical Research Contest organized by the Association of Data Science during the academic year 2023-2024.

Education Minister and Best Outgoing Student

Served as the Education Minister in the School Cabinet during 2019-2020. Awarded as the Best Outgoing Student of the batch 2020-2021 in school.

Workshops and Events

DRDO Workshop on Explainable AI (XAI)

Participated in a DRDO-sponsored two-day workshop on "Explainable AI (XAI) for Cyber Security and Resilience" in TCE on Dec 16-17,2024

CAT Hackathon 24

Participated in Code-a-thon 2024 – Caterpillar India Hackathon in TCE on 28th, 29th June 2024

Idea Harvest 2024

Secured second place in the Idea Harvest 2024 event organized by Entrepreneurship Development Cell in association with TCE-Technology Business Incubator(TBI) on Mar 12,2024

Machine Learning and Data Science: Techniques and Trends

Attended a 5-day National Workshop on “Machine Learning and Data Science” by NIT Trichy during Jun 26-30,2023

Linear Algebra for Computer Science and Machine Learning

Attended a 2-day Online Workshop on “Linear Algebra for CS and ML” by NPTEL on Nov 19-20,2022

36 Hrs hackathon – Battle of Brackets

Participated in the 36 Hrs hackathon – Battle of Brackets organized by AICTE SPICES Sponsored IOT Club on 11th and 12th March 2023.

IoT Expo ’23

Participated in the IoT Expo ’23 organized by AICTE SPICES Sponsored IOT Club on 5th April 2023 in TCE

IBM Cloud

Participated in IBM Sponsored One-Week Webinar Series on “IBM Cloud” held during 19-26 Sep 2022

Certification

Deep Learning A-Z 2024

Issued by: Udemy

Date: Feb 2024

Skills: Deep Learning · AI

Python for Data Science and Machine Learning Bootcamp

Issued by: Udemy

Date: Feb 2024

Skills: Python · Machine Learning

Introduction to Web Development with HTML, CSS, JavaScript

Issued by: IBM - Coursera

Date: Nov 2023

Skills: HTML · CSS · Javascript

Artificial Intelligence for All

Issued by: Indo Universal Collaboration for Engineering Education ( IUCEE )

Date: Feb 2023

Skills: AI

Introduction to Machine Learning

Issued by: IIT Madras - NPTEL

Date: Jan 2023

Skills: Machine Learning

Python for Data Science, AI & Development

Issued by: IBM - Coursera

Date: Dec 2022

Skills: Python

Data Science Math Skills

Issued by: Duke University - Coursera

Date: Nov 2022

Skills: Mathematics · Statistics

Python for Data Science

Issued by: IIT Madras - NPTEL

Date: Jul 2022

Skills: Python

Programming Fundamentals

Issued by: Duke University - Coursera

Date: Jan 2022

Skills: Programming

My Education

M.Sc. Integrated Data Science

Thiagarajar College of Engineering, Madurai

2021 - 2026 (Pursuing)

Affiliated to Anna University, Chennai

CGPA: 9.80/10 (up to 7th Semester)

Class XII

Keswick Public School, Madurai

2021

ISC Board

Percentage: 91.2%

Class X

Keswick Public School, Madurai

2019

ICSE Board

Percentage: 94.8%

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