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<!DOCTYPE html>
<html lang="en">
<head>
<title>Miti Desai Portfolio</title>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<link href="https://fonts.googleapis.com/css?family=Poppins:100,200,300,400,500,600,700,800,900" rel="stylesheet">
<link rel="stylesheet" href="css/open-iconic-bootstrap.min.css">
<link rel="stylesheet" href="css/animate.css">
<link rel="stylesheet" href="css/owl.carousel.min.css">
<link rel="stylesheet" href="css/owl.theme.default.min.css">
<link rel="stylesheet" href="css/magnific-popup.css">
<link rel="stylesheet" href="css/aos.css">
<link rel="stylesheet" href="css/ionicons.min.css">
<link rel="stylesheet" href="css/flaticon.css">
<link rel="stylesheet" href="css/icomoon.css">
<link rel="stylesheet" href="css/style.css">
<style>
/*======================================
//--//--> ABOUT
======================================*/
.about-mf .box-shadow-full {
padding-top: 4rem;
padding-bottom: 4rem;
}
.about-mf .about-img {
margin-bottom: 2rem;
}
.about-mf .about-img img {
margin-left: 10px;
}
.skill-mf .progress {
/* background-color: #cde1f8; */
margin: .5rem 0 1.2rem 0;
border-radius: 0;
height: .7rem;
}
.skill-mf .progress .progress-bar {
height: .7rem;
background-color: #ffbd39;
}
/* Animation styles */
#typing-animation {
position: relative;
font-size: 30px;
font-weight: bold;
color: rgb(255, 255, 255);
overflow: hidden;
white-space: nowrap;
animation: typing 3s steps(20, end) infinite;
}
#typing-animation:before {
content: "";
/* position: absolute; */
top: 0;
left: 0;
width: 0;
height: 100%;
background-color: #ccc;
animation: typing-cursor 0.5s ease-in-out infinite;
}
@keyframes typing {
from {
width: 0;
}
to {
width: 100%;
}
}
@keyframes typing-cursor {
from {
width: 5px;
}
to {
width: 0;
}
}
/* project image zoom effect */
.zoom-effect {
overflow: hidden;
transition: transform 0.3s ease-out;
}
.zoom-effect:hover {
transform: scale(1.1);
}
</style>
</head>
<body data-spy="scroll" data-target=".site-navbar-target" data-offset="300">
<nav class="navbar navbar-expand-lg navbar-dark ftco_navbar ftco-navbar-light site-navbar-target" id="ftco-navbar">
<div class="container">
<a class="navbar-brand" href="index.html">Miti Desai</a>
<button class="navbar-toggler js-fh5co-nav-toggle fh5co-nav-toggle" type="button" data-toggle="collapse" data-target="#ftco-nav" aria-controls="ftco-nav" aria-expanded="false" aria-label="Toggle navigation">
<span class="oi oi-menu"></span> Menu
</button>
<div class="collapse navbar-collapse" id="ftco-nav">
<ul class="navbar-nav nav ml-auto">
<li class="nav-item"><a href="#home-section" class="nav-link"><span>Home</span></a></li>
<li class="nav-item"><a href="#about-section" class="nav-link"><span>About</span></a></li>
<li class="nav-item"><a href="#resume-section" class="nav-link"><span>Resume</span></a></li>
<li class="nav-item"><a href="#project-section" class="nav-link"><span>Projects</span></a></li>
<li class="nav-item"><a href="#contact-section" class="nav-link"><span>Contact</span></a></li>
</ul>
</div>
</div>
</nav>
<section id="home-section" class="hero">
<div class="home-slider owl-carousel">
<div class="slider-item ">
<div class="overlay"></div>
<div class="container">
<div class="row d-md-flex no-gutters slider-text align-items-center justify-content-end" data-scrollax-parent="true">
<div class="one-third order-md-last img " style="background-image:url(images/IMG_0417.jpg); height: 500px; width: 500px; background-size: cover; background-position: center; border-radius: 50%;">
<div class="overlay"></div>
</div>
<div class="one-forth d-flex align-items-center ftco-animate" data-scrollax=" properties: { translateY: '70%' }">
<div class="text">
<span class="subheading">Hello!</span>
<h1 class="mb-4 mt-3">I'm <span>Miti</span></h1>
<!-- Element to contain animated typing -->
<span id="typing-animation"></span>
<script>
// Initialize the typing animation
const typingAnimationElement = document.getElementById('typing-animation');
// Create an array of typing text
const typingTexts = [
'Analyst ',
'Data Scientist ',
'Business Intelligence ',
];
// Create a function to display the typing animation for a given text
function playTypingAnimation(text) {
// Loop through each character and add it to the element
for (let i = 0; i < text.length; i++) {
setTimeout(() => {
typingAnimationElement.textContent += text[i];
}, i * 200); // Increase the delay to slow down the typing animation
}
// Once the animation is complete, reset the text and start over
setTimeout(() => {
typingAnimationElement.textContent = '';
playTypingAnimation(typingTexts[(typingTexts.indexOf(text) + 1) % typingTexts.length]);
}, text.length * 200);
}
// Start the typing animation loop
playTypingAnimation(typingTexts[0]);
</script>
<br>
<br>
<h2>Data Science Enthusiast!</h2>
<!-- <h2 class="d-flex" style="margin-bottom: 0">With over 5 years of experience</h2> -->
<!-- <br> -->
<p>
<a href="https://github.com/MiD200998" class="btn btn-white btn-outline-white py-3 px-4">My works</a></p>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<section class="ftco-about img ftco-section ftco-no-pb" id="about-section">
<div class="container">
<div class="row">
<div class="row d-flex align-items-stretch">
<!-- <div class="row d-flex"> -->
<div class="col-md-6 col-lg-5 d-flex">
<div class="img-about img d-flex align-items-stretch">
<div class="overlay">
<div class="row">
<div class="col-sm-6 col-md-5">
<div class="about-img">
<img src="images/aboutMe.jpeg" style="width: 150px; height: 150px; border-radius: 50%; object-fit: cover; box-shadow: 0px 4px 8px rgba(0, 0, 0, 0.2);" alt="Profile Image">
</div>
</div>
<!-- Details next to profile image -->
<div class="col-sm-6 col-md-7">
<div class="about-info">
<p><span class="title-s">Name: </span> <span>Miti Desai</span></p>
<p><span class="title-s">Job Role: </span> <span>Senior Data/Business Analyst</span></p>
<p><span class="title-s">Experience: </span> <span>3 Years</span></p>
<p><span class="title-s">Address: </span> <span>Los Angeles, CA</span></p>
</div>
</div>
</div>
<div class="skill-mf">
<p class="title-s">Skills</p>
<span>SQL</span> <span class="pull-right">90%</span>
<div class="progress">
<div class="progress-bar" role="progressbar" style="width: 90%;" aria-valuenow="90" aria-valuemin="0"
aria-valuemax="100"></div>
</div>
<span>PYTHON</span> <span class="pull-right">85%</span>
<div class="progress">
<div class="progress-bar" role="progressbar" style="width: 85%" aria-valuenow="85" aria-valuemin="0"
aria-valuemax="100"></div>
</div>
<span>Data Visualization</span> <span class="pull-right">90%</span>
<div class="progress">
<div class="progress-bar" role="progressbar" style="width: 90%" aria-valuenow="90" aria-valuemin="0"
aria-valuemax="100"></div>
</div>
<span>Statistical Analysis</span> <span class="pull-right">80%</span>
<div class="progress">
<div class="progress-bar" role="progressbar" style="width: 80%" aria-valuenow="80" aria-valuemin="0"
aria-valuemax="100"></div>
</div>
<span>Machine Learning</span> <span class="pull-right">80%</span>
<div class="progress">
<div class="progress-bar" role="progressbar" style="width: 80%" aria-valuenow="80" aria-valuemin="0"
aria-valuemax="100"></div>
</div>
</div>
</div>
</div>
</div>
<div class="col-md-6 col-lg-7 pl-lg-5 pb-5">
<div class="row justify-content-start pb-3">
<div class="col-md-12 heading-section ftco-animate">
<h1 class="big">About</h1>
<h2 class="mb-4">About Me</h2>
<p>With over 3 years of comprehensive experience in the field of data science & analytics, accompanied by a Master of Science in Computer Science, I am
proficient in data analysis, statistical analysis, data visualization hypothesis testing, customer behaviour analysis, & machine learning.
Demonstrated success in leading impactful projects and providing effective mentorship.</p>
<ul class="about-info mt-4 px-md-0 px-2">
<li class="d-flex"><span>Profile:</span> <span>Data Science & Analytics</span></li>
<li class="d-flex"><span>Domain:</span> <span>Retail, Ecommerce, BFSI & Digital Marketing</span></li>
<li class="d-flex"><span>Education:</span> <span>Master of Science, CS</span></li>
<li class="d-flex"><span>Language:</span> <span>English, Hindi</span></li>
<li class="d-flex"><span>BI Tools:</span> <span>Microsoft Power BI, SQL Looker & Tableau</span></li>
<li class="d-flex"><span>Other Skills:</span> <span> Python, Excel, Git, JIRA, Google Analytics </span></li>
<li class="d-flex"><span>Interest:</span> <span>Traveling, Figure Sketch, Nature Painting</span></li>
</ul>
</div>
</div>
<div class="counter-wrap ftco-animate d-flex mt-md-3">
<div class="text">
<!--p class="mb-4">
<span class="number" data-number="30">0</span> <span>+</span>
<span> Projects completed</span>
</p-->
<p><a href="https://www.linkedin.com/in/miti-desai20/" class="btn btn-primary py-3 px-3">LinkedIn</a></p>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<section class="ftco-section ftco-no-pb" id="resume-section">
<div class="container">
<div class="row justify-content-center pb-5">
<div class="col-md-10 heading-section text-center ftco-animate">
<h1 class="big big-2">Resume</h1>
<h2 class="mb-4">Resume</h2>
<p>Seasoned Senior Data Analyst with 3 years of experience driving business strategies through data-driven insights. Proven expertise in data science, statistical analysis, machine learning algorithms and project management.</p>
</div>
</div>
<div class="row">
<h1 class="big-4">Experience</h1>
<div class="underline"></div>
</div>
<br>
<div class="row">
<div class="col-md-6">
<div class="resume-wrap ftco-animate">
<span class="date">Aug 2024-Present</span>
<h2>Data Analyst</h2>
<br>
<img src="images/m4a-logo.png" alt="M4A Logo" style="width: 30px; height: 30px; margin-right: 10px;">
<span class="position">Match4Action Fndn.</span>
<br><br>
<ul>
<li>Created SQL statements to extract, transform, and analyze large datasets from MongoDB databases, ensuring data reliability
for reporting and decision-making in social enterprise projects</li>
<li>Utilized Python to write scripts for data processing and statistical analysis, handling up to 50 records per hour to support accurate
and timely insights for the Crowd Doing initiatives.</li>
<li>Designed engaging data graphics and business intelligence reports in Tableau, managing over 30 KPIs to convey key patterns
and trends to stakeholders and drive strategic decisions for social impact projects.</li>
<li>Employed Matplotlib to create detailed and descriptive graphical outputs, enhancing the clarity and effectiveness of analytical
solutions presented to stakeholders and supporting evidence-based decision-making in social innovation efforts.</li>
</ul>
</p>
</div>
</div>
<div class="col-md-6">
<div class="resume-wrap ftco-animate">
<span class="date">May 2023 - Mar 2024</span>
<h2>Research Assistant</h2>
<img src="images/cG32nCm7G6pO0OP6lzGjK.jpeg" alt="KPMG Logo" style="width: 30px; height: 30px; margin-right: 10px;">
<span class="position">Center for International Trade & Transportation-Caltrans </span>
<br><br>
<ul>
<li> Spearheaded the preprocessing of large-scale vehicle traffic datasets around the Port and City of Long Beach,
improving the accuracy, enabling a 15% enhancement in traffic management strategies</li>
<li>Engineered advanced machine learning models, with a focus on Random Forest & Long Short-Term Memory (LSTM) networks,
to enhance the prediction of traffic patterns</li>
<li>Utilized Tableau to develop 12 interactive dashboards that visually represented traffic flows & congestion, facilitating data-driven decisions to improve public safety & transportation efficiency</li>
<li>Collaborated with city planners & authorities to integrate real-time traffic data into the analysis framework, </li>
<li>Assisted in the preparation of research reports & presentations, effectively communicating recommendations to stakeholders</li>
</ul>
</p>
</div>
</div>
<div class="col-md-6">
<div class="resume-wrap ftco-animate">
<span class="date">Jul 2021 - Jul 2022</span>
<h2>JR. Data Scientist</h2>
<img src="images/KPMG_logo.svg.png" alt="KPMG Logo" style="width: 30px; height: 30px; margin-right: 10px;">
<span class="position">KPMG </span>
<br><br>
<ul>
<li> Developed and implemented machine learning models, including linear regression, random forest, and using Python and scikit learn to address and solve complex business problems, improving prediction accuracy by 25%.</li>
<li>Performed dimensionality reduction and clustering analysis using K-means algorithms to uncover hidden patterns and insights
in datasets exceeding 1 million records, uncovering key customer segments that boosted targeted marketing campaign success
by 15%.</li>
<li>Built and trained deep learning models for various supervised and unsupervised learning tasks using PyTorch, enhancing
predictive 30% and reducing false positive rates by 20%</li>
<li>Collaborated with cross-functional teams using Waterfall to deliver high-impact data science projects on time and within scope,
ensuring alignment with business objectives</li>
<li>Maintained version control of code and models using Git ensuring reproducibility</li>
</ul>
</p>
</div>
</div>
<div class="col-md-6">
<div class="resume-wrap ftco-animate">
<span class="date">Feb 2020 - Jun 2021</span>
<h2>Data Analyst</h2>
<img src="images/KPMG_logo.svg.png" alt="Cipla Logo" style="width: 30px; height: 30px; margin-right: 10px;">
<span class="position">KPMG </span>
<br><br>
<ul>
<li> Managed and analyzed large MySQL databases containing over 1 million customer transaction records to extract detailed
historical purchase behavior and demographic data through the sophisticated use of SQL queries, improving targeted marketing
by 20%. </li>
<li>Conducted descriptive analysis on customer purchasing habits using Python and Pandas uncovering key trends that led to a
10% sales increase through improved inventory management and personalized customer recommendations.</li>
<li>Utilized Pandas and NumPy for advanced data manipulation and numerical computations, reducing data processing time by 40%
while maintaining 100% data integrity</li>
<li>Developed customer segments and key performance indicators (KPIs) like CLV, customer churn rates, and buying behavior
charts and widgets in Power BI to assist stakeholders in decision-making processes. </li>
<li>Collaborated closely with the marketing team in daily Agile sprints on segmentation strategies, participating in over 40 sprints
and improving marketing segmentation effectiveness by 20%.</li>
</ul>
</p>
</div>
</div>
<div class="col-md-6 justify-content-center">
<div class="resume-wrap ftco-animate">
<span class="date">May 2019 - Jan 2020</span>
<h2>Data Analyst Intern</h2>
<img src="images/Cipla_logo.svg.png" alt="Cipla Logo" style="width: 30px; height: 30px; margin-right: 10px;">
<span class="position">Cipla</span>
<br><br>
<ul>
<li> Assisted Python and SQL to handle large datasets from MySQL databases and contributed to the development of data models
for drug trial monitoring and clinical data analysis, improving business intelligence reporting accuracy by 30%, which informed
key clinical trial decisions</li>
<li>Supported the implementation and updating of sophisticated data structures in NumPy and Pandas, optimizing data cleaning,
rearranging, and summarization processes.</li>
<li>Helped develop engaging and graphical interfaces using Power BI to transform raw analytical data into business-oriented
performance visuals, improving decision-making efficiency by 25%</li>
<li>Prepared complex outputs in MS Excel, utilizing advanced features such as pivot tables, charts, and graphs to consolidate data
from over 200 key performance indicators</li>
<li>Participated in data mining procedures to identify new and unknown trends, connections, and patterns within datasets,
contributing insights that could be used in decision-making processes</li>
</ul>
</p>
</div>
</div>
</div>
<br>
<br>
<div class="row">
<h1 class="big-4">Education</h1>
<div class="underline"></div>
</div>
<br>
<div class="row">
<div class="col-md-6">
<div class="resume-wrap ftco-animate">
<span class="date">2022-2024</span>
<h2>Master of Science - Computer Science</h2>
<span class="position">California State University, Long Beach</span>
<p class="mt-4">Grade: 3.76/4.0</p>
</div>
</div>
<div class="col-md-6">
<div class="resume-wrap ftco-animate">
<span class="date">2016-2020</span>
<h2>Bacherlor of Technology - Information Technology</h2>
<span class="position">Indus University, IN</span>
<p class="mt-4">Grade: 3.8/4.0</p>
</div>
</div>
</div>
<div class="row justify-content-center mt-5">
<div class="col-md-6 text-center ftco-animate">
<p><a href="https://drive.google.com/file/d/1eZ-JUVLfnuYfTQeuvQBa2MMqO2SAtj3X/view?usp=sharing" class="btn btn-primary py-4 px-5">Download Resume</a></p>
</div>
</div>
</div>
</section>
<section class="ftco-section" id="project-section">
<div class="container">
<div class="row justify-content-center mb-5 pb-5">
<div class="col-md-7 heading-section text-center ftco-animate">
<h1 class="big big-2">Projects</h1>
<h2 class="mb-4">Projects</h2>
</div>
</div>
<div class="row d-flex">
<div class="col-md-4 d-flex ftco-animate">
<div class="blog-entry justify-content-end">
<a href="https://github.com/MiD200998/FlipKart-Sales-Analysis" class="block-20 zoom-effect" style="background-image: url('images/Screenshot\ 2024-10-14\ 105604.png');">
</a>
<div class="text mt-3 float-right d-block">
<h3 class="heading"><a href="https://github.com/MiD200998/FlipKart-Sales-Analysis">Flipkart E-Com Sales Analysis</a></h3>
<ul>
<li>Created interactive dashboard to track and analyse online sales data. </li>
<li> Used complex parameters to drill down in worksheet and customization using filters and
slicers.</li>
<li> Created connections, join new tables, calculations to manipulate data ad enable user
driven parameters for visualizations.</li>
<li> Used different types of customized visualizations like bar chart, pie chart, donut, cluster
based bar chart, scatter and line chart, area graph, a map and slicers</li></ul>
</div>
</div>
</div>
<div class="col-md-4 d-flex ftco-animate">
<div class="blog-entry justify-content-end">
<a href="https://github.com/MiD200998/Customer-Churn-Analysis" class="block-20 zoom-effect" style="background-image: url('images/Screenshot\ 2024-10-14\ 124727.png');">
</a>
<div class="text mt-3 float-right d-block">
<h3 class="heading"><a href="https://github.com/MiD200998/Customer-Churn-Analysis">Telecomm. Customer Churn Prediction</a></h3>
<ul> <li>Gathered available customer behavior, transactions, demographics data and usage patterns</li>
<li>Utilized these data points to predict customer segments who are likely to churn</li>
<li>Created a model to pattern the risk tolerance of the business with respect to churn probability.</li>
<li>Designed an intervention model to consider how the level of intervention could affect the churn percentages and customer lifetime value (CLV)</li>
</ul>
</div>
</div>
</div>
<div class="col-md-4 d-flex ftco-animate">
<div class="blog-entry">
<a href="https://github.com/MiD200998/HotelRevenueMgmt" class="block-20 zoom-effect" style="background-image: url('images/Screenshot\ 2024-10-14\ 111012.png');">
</a>
<div class="text mt-3 float-right d-block">
<h3 class="heading"><a href="https://github.com/MiD200998/HotelRevenueMgmt">Hotel Revenue Management</a></h3>
<ul><li>City that generates highest and least revenue during May to Jul 2022 were found.</li>
<li>The occupancy rate is higher during weekends across all cities, months and booking platforms. Leverage this insight to increase revenue generated during weekends.</li>
<li>70% of the bookings are checked out while 5% of booking donot show up across all cities and booking platforms which means 75% of bookings generate revenue for AtliQ hotels. Identify and analyze the reasons for cancellations and try to reduce them.</li>
</ul>
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<br>
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<a href="https://github.com/rishabhnmishra/sales_forecasting/tree/main" class="block-20 zoom-effect" style="background-image: url('images/proj_4.jpg');">
</a>
<div class="text mt-3 float-right d-block">
<h3 class="heading"><a href="https://github.com/rishabhnmishra/sales_forecasting/tree/main">Sales Forecast- Time Series Forecasting</a></h3>
<p>Used multiple machine learning models to forecast sales (retail store) and performed time series analysis.</p>
</div>
</div>
</div-->
<!--div class="col-md-4 d-flex ftco-animate">
<div class="blog-entry justify-content-end">
<a href="https://github.com/rishabhnmishra/customer_segmentation/blob/main/Customer_Segmentation-final.ipynb" class="block-20 zoom-effect" style="background-image: url('images/proj_5.jpg');">
</a>
<div class="text mt-3 float-right d-block">
<h3 class="heading"><a href="https://github.com/rishabhnmishra/customer_segmentation/blob/main/Customer_Segmentation-final.ipynb">Customer Segmentation using clustering model</a></h3>
<p>Developed a ML model to give various recommendations of financial products & services on target customer groups.</p>
</div>
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