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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Harshada Pujari - Data Analyst Portfolio</title>
<link rel="stylesheet" href="style.css">
</head>
<body>
<header>
<h1>Harshada Pujari</h1>
<p>Data Analyst and Machine Learning Enthusiast</p>
<nav>
<ul>
<li><a href="#about">About</a></li>
<li><a href="#experience">Work Experience</a></li>
<li><a href="#projects">Projects</a></li>
<li><a href="#projects">Additional Projects</a></li>
<li><a href="#education">Education</a></li>
<li><a href="#contact">Contact</a></li>
</ul>
</nav>
</header>
<section id="about">
<h2>About Me</h2>
<div class="about-container">
<img src="images/headshot.jpg" alt="Harshada Pujari" class="headshot">
<p>Hi, I'm Harshada! I am a detail-oriented Data Science professional currently pursuing a Master's in Business Analytics (MSBA) from Santa Clara University. I have a background in developing machine learning models, performing statistical analysis, and uncovering actionable insights from complex datasets.</p>
</div>
</section>
<section id="experience">
<h2>Work Experience</h2>
<div class="job">
<h3>Data Analyst (Practicum) | Pluto7</h3>
<ul>
<li>Collaborated with cross-functional teams to gather business requirements and analyze data from 14,000+ consumer reviews of skincare products.</li>
<li>Implemented NLP models using Python (NLTK, Open AI APIs) for sentiment analysis, providing actionable insights for improving customer satisfaction.</li>
<li>Developed a ranking system based on metrics like performance, sustainability, and packaging.</li>
</ul>
</div>
<div class="job">
<h3>ETL Developer | Capgemini Technology Services</h3>
<ul>
<li>Developed data pipelines and ETL workflows to process order and product data for analysis, ensuring data integrity.</li>
<li>Built SQL and Linux shell scripts for modeling and analyzing data, and created Tableau visuals for business decision-making.</li>
<li>Increased ticketing reporting efficiency by 50% through the automation of data processes using VB scripts.</li>
</ul>
</div>
</section>
<section id="projects">
<h2>Portfolio Projects</h2>
<div class="project">
<h3>Koolboks Pricing and Repossessions</h3>
<p><strong>Tools:</strong> Python - Pandas, Numpy, Excel</p>
<ul>
<li>Developed a Random Forest classifier to predict client default risk.</li>
<li>Identified KPIs affecting repayments.</li>
<li>Reduced default rates by 10% for 2000+ clients.</li>
</ul>
</div>
<div class="project">
<h3>Segmentation and Lifetime Value Analysis of Franchises for Jibu</h3>
<p><strong>Tools:</strong> R, Excel</p>
<ul>
<li>Performed RFM analysis and K-means clustering to segment franchises, boosting performance by 10% through targeted strategies.</li>
<li>Built a CLV model to inform marketing and resource allocation decisions, improving franchise insights.</li>
<li>Achieved R² of 86% using regression to predict franchise performance, supporting strategic growth initiatives.</li>
</ul>
</div>
<div class="project">
<h3>Diamond Price Prediction</h3>
<p><strong>Tools:</strong> Python - Pandas, Numpy</p>
<ul>
<li>Built predictive models to forecast diamond prices using Python.</li>
<li>Achieved an R² of 99.16% in price predictions.</li>
</ul>
</div>
</section>
<section id="additional-projects">
<h2>Additional Projects</h2>
<ul>
<li><a href="https://github.com/harshadapujari/R-Programming-Effect-of-Education-on-Savings-" target="_blank">R-Programming: Effect of Education on Savings</a> - Analyzed how education impacts savings behavior.</li>
<li><a href="https://github.com/harshadapujari/R-Programming-Linear-Optimization-of-Support-staffing-at-Tesla-call-center" target="_blank">R-Programming: Linear Optimization of Support Staffing at Tesla Call Center</a> - Solved staffing optimization issues using R programming.</li>
<li><a href="https://github.com/harshadapujari/Python-ML-Netflix-TV-Shows-and-Movies-Analysis" target="_blank">Python-ML: Netflix TV Shows and Movies Analysis</a> - Performed a machine learning analysis on Netflix datasets.</li>
</ul>
</section>
<section id="education">
<h2>Education</h2>
<ul>
<li>Santa Clara University - MS in Business Analytics</li>
<li>Mumbai University - Bachelor of Engineering in Information Technology</li>
</ul>
</section>
<section id="contact">
<h2>Contact</h2>
<p>Email: <a href="mailto:[email protected]">[email protected]</a></p>
<p>LinkedIn: <a href="https://www.linkedin.com/in/harshadapujari21" target="_blank">Harshada Pujari</a></p>
<p>GitHub: <a href="https://github.com/harshadapujari" target="_blank">Harshada Pujari</a></p>
</section>
<footer>
<p>© 2024 Harshada Pujari</p>
</footer>
</body>
</html>