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LakshmiAcademic.html
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<!DOCTYPE html>
<html lang="en" dir="ltr">
<head>
<meta charset="utf-8">
<title>Academia</title>
<link rel="stylesheet" href="LakshmiHome.css">
</head>
<body id='lakshmi' >
<h1 id='name'>Lakshmi R Pillai</h1>
<div id='connect'>
<table id='connect'><tr>
<td>
</td>
<td>
<a href="index.html"><input id="intro" type="submit" name="" value="About Me"></a>
<a href="LakshmiResume.html"><input id="intro" type="submit" name="" value="Resume"></a>
<a href="LakshmiProject.html"><input id="intro" type="submit" name="" value="Work"></a>
<a href="LakshmiAcademic.html"><input id="intro" type="submit" name="" value="Academia"></a>
<a href="LakshmiContact.html"><input id="intro" type="submit" name="" value="Contact"></a>
</td></tr></table>
<table style="width:100%">
<tr>
<h2 id="skills1">SKILLS:</h2>
<td>
<p id="p1">•Python for Machine Learning </p>
<p id="p1">•NumPy, Pandas, Scikit-learn </p>
<p id="p1">•Exploratory Data Analysis </p>
<p id="p1">•Machine LearningClassification, Regression,Clustering, PCA </p>
<p id="p1">•Statistical Analysis </p>
<p id="p1">•IBM Maximo (version v7.5)</p>
<p id="p1">•SQL</p>
<p id="p1">•Operating System: Windows(XP), Windows 7</p>
<p id="p1">•Mark-up Language: HTML,XML</p>
<p id="p1">•Tools: Microsoft Word, Excel,PowerPoint</p>
</td>
<td >
<p><button class="button1" ><a href= "#skills1" id="s1">Skills</button></p>
<p><button class="button1" ><a href= "#acdProj1" id="s1" >Academic Projects</button></p>
<p><button class="button1" ><a href= "#edu1" id="s1" >Educational Qualifications</button></p></td>
</tr>
</table>
<h2 id="acdProj1">ACADEMIC PROJECTS:</h2>
<h3>Diagnosing Parkinson's disease using Random Forests</h3>
<table border="border: 1px solid black">
<tr><td>Course</td><td>Ensemble Techniques</td></tr>
<tr><td>Project Details </td><td>This project involved using classification algorithms and Ensemble
techniques to diagnose Parkinson’s Disease (PD) using the patient
voice recording data. Various models were used including Naive
Bayes, Logistic Regression, SVM, Decision Tree, Random Forest
etc. and comparison of accuracy across these models was done to
finalise the model for prediction. </td></tr>
<tr><td>Project completion</td><td>Oct 2020</td></tr>
<tr><td>Skills and Tools </td><td>EDA, Logistic regression, Naive Bayes, SVM, K-NN, Decision Tree,
Random Forest</td></tr>
</table>
<h3>Identifying potential customers for loans</h3>
<table border="border: 1px solid black">
<tr><td>Course</td><td>Supervised Learning </td></tr>
<tr><td>Project Details </td><td>Identified potential loan customers for Thera Bank using
classification techniques. Compared models built with Logistic
Regression and KNN algorithm in order to select the best
performing one. </td></tr>
<tr><td>Project completion</td><td>Oct 2020</td></tr>
<tr><td>Skills and Tools </td><td>EDA, Logistic regression, KNN, Classification </td></tr>
</table>
<h3>Health Insurance</h3>
<table border="border: 1px solid black">
<tr><td>Course</td><td>Applied Statistics </td></tr>
<tr><td>Project Details </td><td>This project used Hypothesis Testing and Visualization to leverage
customer's health information like smoking habits, bmi, age, and
gender for checking statistical evidence to make valuable decisions
of insurance business like charges for health insurance. </td></tr>
<tr><td>Project completion</td><td>Aug 2020</td></tr>
<tr><td>Skills and Tools </td><td>Hypothesis Testing, Data visualisation, statistical Inference </td></tr>
</table>
<table border="border: 1px solid black">
<h2 id="edu1">EDUCATIONAL QUALIFICATIONS:</h2>
<tr>
<th>Examination </th>
<th>Discipline/Specialisation </th>
<th>College </th>
<th>University</th>
<th>Year of Passing</th>
<th>Grade</th>
</tr>
<tr><td>Post Graduate Program</td>
<td>Artificial Intelligence and Machine Learning</td>
<td>Great Lakes Executive Learning</td>
<td></td>
<td>2020-2021</td>
<td>Currently pursuing</td>
</td></tr>
<tr>
<td>Post-Graduation</td>
<td>Power Electronics and Drives</td>
<td>National Institute of Technology,Warangal</td>
<td>National Institute of Technology,Warangal</td>
<td>2013</td>
<td>First class with Distinction</td>
</tr>
<tr>
<td>Graduation</td>
<td>Electrical & Electronics Engineering </td>
<td>T.K.M. College of Engineering </td>
<td>University of Kerala</td>
<td>2011</td>
<td>First class with Distinction</td>
</tr>
</table>
<h4 id='copyright'><a href="#name" title="I will take you up,buddy!"><img src="http://simpleicon.com/wp-content/uploads/rocket.png" width="30px" height="30px"></a></h4>
<h4 id='copyright'>©Lakshmi R Pillai 2020</h4></div>
</body>
</html>