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<meta name="keywords" content="UC, Berkeley, CS, EECS, Computer, Science, Michael, Lavva, Homepage, Microservices, NLP, Backend, Data, Software, Engineering">
<meta name="author" content="Michael Lavva">
<title>Homepage</title>
</head>
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</style>
<body>
<ul>
<a href="#top"><h2>Michael Lavva</h2></a>
</ul>
<div style="margin-top:80px;">
<center>
<a href="https://www.linkedin.com/in/mlavva" class="fa fa-linkedin" target="_blank"></a>
<a href="https://www.github.com/mlavva" class="fa fa-github" target="_blank"></a>
<a href="https://twitter.com/m_lavva" class="fa fa-twitter" target="_blank"></a>
<a href="mailto:mlavva@berkeley.edu" class="fa fa-envelope" target="_blank"></a>
<a href="https://drive.google.com/file/d/1PJb26JGdevmBQ6EhgEY8lLewfa7mQlv_/view?usp=sharing" class="fa fa-file-text-o" target="_blank"></a>
<a href="https://www.facebook.com/mlavva" class="fa fa-facebook" target="_blank"></a>
<a href="https://www.instagram.com/mlavva/" class="fa fa-instagram" target="_blank"></a>
<br></br>
<h3>Background</h3>
<div class="card">
<div class="container">
<p align="left">Passionate about technology, development, and innovation. Interested in software engineering, API development, data science, big data, natural language processing, and deep learning. </p>
</div>
</div>
<h3>Experience</h3>
<a href="https://www.salesforce.com">
<div class="card">
<div class="container">
<p align="left"><b>Salesforce</b><img src="images/icons/salesforce.png" align="right" height="50" width="50" alt="Salesforce"></p>
<p align="left">Software Engineer</p>
<p align="left">Senior Member of Technical Staff <i>(August 2024 - Present)</i></p>
<p align="left">Member of Technical Staff <i>(May 2022 - August 2024)</i></p>
<p align="left">Associate Member of Technical Staff <i>(January 2021 - May 2022)</i></p>
<p align="left">Incident Management Tools, Customer Availability Products & Services</p>
<p align="left"><i>San Francisco, CA · January 2021 - Present</i></p>
<h3><p align="left">·</p></h3>
<p align="left">Software Engineering Intern</p>
<p align="left">Availability Insights & Reporting</p>
<p align="left"><i>San Francisco, CA · June 2020 - August 2020</i></p>
</div>
</div>
</a>
<br></br>
<a href="https://www.eecs.berkeley.edu" target="_blank">
<div class="card">
<div class="container">
<p align="left"><b>UC Berkeley Electrical Engineering & Computer Sciences</b><img src="images/icons/eecs.png" align="right" height="50" width="50" alt="EECS"></p>
<p align="left">CS61B Academic Intern</p>
<p align="left">Provide guidance and answer questions for students in lab section</p>
<p align="left"><i>Berkeley, CA · January 2020 - May 2020</i></p>
</div>
</div>
</a>
<br></br>
<a href="https://www.livongo.com" target="_blank">
<div class="card">
<div class="container">
<p align="left"><b>Livongo Health (Acquired by Teladoc Health)</b><img src="images/icons/livongohealth.png" align="right" height="50" width="50" alt="Livongo Health"></p>
<p align="left">Backend Engineer Intern</p>
<p align="left">Enterprise Integrations</p>
<p align="left"><i>Mountain View, CA · June 2019 - December 2019</i></p>
</div>
</div>
</a>
<br></br>
<a href="https://www.sap.com" target="_blank">
<div class="card">
<div class="container">
<p align="left"><b>SAP Labs</b><img src="images/icons/saplabs.png" align="right" height="50" width="50" alt="SAP Labs"></p>
<p align="left">Big Data Developer Intern</p>
<p align="left">SAP iXp Internship Program, Enterprise Data Hub Team</p>
<p align="left"><i>Sunnyvale, CA · June 2018 - August 2018</i></p>
</div>
</div>
</a>
<br></br>
<h3>Education</h3>
<a href="https://www.berkeley.edu" target="_blank">
<div class="card">
<div class="container">
<p align="left"><b>University of California, Berkeley</b><img src="images/icons/ucberkeley.png" align="right" height="50" width="50" alt = "UC Berkeley"></p>
<p align="left">Computer Science Major, Data Science Minor</p>
<p align="left"><i>Berkeley, CA · August 2016 - December 2020</i></p>
</div>
</div>
</a>
<br></br>
<a href="https://www.paly.net" target="_blank">
<div class="card">
<div class="container">
<p align="left"><b>Palo Alto High School</b><img src="images/icons/paloaltohighschool.png" align="right" height="50" width="50" alt="Palo Alto High School"></p>
<p align="left"><i>Palo Alto, CA · August 2012 - June 2016</i></p>
</div>
</div>
</a>
<h3>Coursework</h3>
<div class="card">
<div class="container">
<p align="left"><b>Computer Science Classes</b></p>
<p align="left"><u>Upper Division:</u></p>
<p align="left"><a href="https://inst.eecs.berkeley.edu/~cs164/" target="_blank">CS164 - Programming Languages and Compilers - <i>Fall 2020</i></a> <a class="link" href="projects.html" target="_blank">(Compilers Project)</i></a></p>
<p align="left"><a href="https://cs170.org" target="_blank">CS170 - Efficient Algorithms and Intractable Problems - <i>Spring 2019</i></a> <a class="link" href="projects.html" target="_blank"></i></a></p>
<p align="left"><a href="https://cs186berkeley.net" target="_blank">CSW186 - Introduction to Database Systems - <i>Spring 2019</i></a> <a class="link" href="projects.html" target="_blank">(Database Project)</i></a></p>
<p align="left"><a href="https://cs161.org" target="_blank">CS161 - Computer Security - <i>Spring 2019</i></a> <a class="link" href="projects.html" target="_blank">(Encrypted File Sharing System Project)</i></a></p>
<p align="left"><a href="http://cs168.io" target="_blank">CS168 - Introduction to the Internet: Architecture and Protocols - <i>Spring 2020</i></a> <a class="link" href="projects.html" target="_blank">(Network Routing Project)</i></a></p>
<p align="left"><a href="https://inst.eecs.berkeley.edu/~cs195/" target="_blank">CS195 - Social Implications of Computer Technology - <i>Spring 2019</i></a></p>
<p align="left"><a href="https://www2.eecs.berkeley.edu/Courses/CS197/" target="_blank">CS197 - Field Study (Academic Intern) - <i>Spring 2020</i></a></p>
<p align="left"><u>Lower Division:</u></p>
<p align="left"><a href="https://inst.eecs.berkeley.edu/~cs61a/" target="_blank">CS61A - Structure and Interpretation of Computer Programs - <i>Spring 2017</i></a> <a class="link" href="projects.html" target="_blank">(Yelp Maps Project, Scheme Interpreter Project)</i></a></p>
<p align="left"><a href="https://inst.eecs.berkeley.edu/~cs61b/" target="_blank">CS61B - Data Structures - <i>Fall 2017</i></a> <a class="link" href="projects.html" target="_blank">(Gitlet Project)</i></a></p>
<p align="left"><a href="https://inst.eecs.berkeley.edu/~cs61c/" target="_blank">CS61C - Great Ideas in Computer Architecture (Machine Structures) - <i>Fall 2018</i></a></p>
<p align="left"><a href="https://inst.eecs.berkeley.edu/~cs70/" target="_blank">CS70 - Discrete Mathematics and Probability Theory - <i>Spring 2018</i></a></p>
<p align="left"><a href="https://www.eecs16a.org" target="_blank">EE16A - Designing Information Devices and Systems I - <i>Spring 2018</i></a></p>
<p align="left"><a href="https://math.berkeley.edu/~nadler/54fall2017.html" target="_blank">Math 54 - Linear Algebra and Differential Equations - <i>Fall 2017</i></a></p>
<p align="left"><u>High School:</u></p>
<p align="left">CS Capstone Project - <i>Senior Year</i></p>
<p align="left">AP Computer Science - <i>Junior Year</i> <a class="link" href="projects.html" target="_blank">(HiVolts Project)</i></a></p>
<p align="left">Advanced Java - <i>Sophomore Year</i></p>
<p align="left">Intro to Java - <i>Freshman Year</i></p>
</div>
</div>
<br></br>
<div class="card">
<div class="container">
<p align="left"><b>Data Science Classes</b></p>
<p align="left"><u>Upper Division:</u></p>
<p align="left"><a href="https://bcourses.berkeley.edu/courses/1487769" target="_blank">
CSW182 - Designing, Visualizing, and Understanding Deep Neural Networks - <i>Spring 2020</i></a> (Robust and Generalizable Computer Vision Classification Paper)</p>
<p align="left"><a href="http://people.ischool.berkeley.edu/~dbamman/nlp18.html" target="_blank">
Info 159 - Natural Language Processing - <i>Fall 2018</i></a><a class="link" href="projects.html" target="_blank"> (Seq2Seq Chatbot Project)</i></a></p>
<p align="left"><a href="https://inst.eecs.berkeley.edu/~cs188/" target="_blank">CS188 - Introduction to Artificial Intelligence - <i>Fall 2018</i></a></p>
<p align="left"><a href="http://www.ds100.org" target="_blank"> Data 100 - Principles and Techniques of Data Science - <i>Fall 2018</i></a> <a class="link" href="projects.html" target="_blank"> (Taxi Rides Project)</i></a></p>
<p align="left"><a href="http://c188.ced.berkeley.edu" target="_blank">Geog C188 - Geographic Information Science - <i>Fall 2020</i></a></p>
<p align="left"><a href="https://hce-sts.org" target="_blank"> Data 104 - Human Contexts and Ethics of Data - <i>Spring 2020</i></a></p>
<p align="left"><u>Lower Division:</u></p>
<p align="left"><a href="http://data8.org" target="_blank">Data 8 - The Foundations of Data Science - <i>Spring 2017</i></a></p>
<p align="left"><a href="http://data8.org/connector/Time%20Series%20Analysis/" target="_blank">CivEng 88B - Time Series Analysis - <i>Spring 2017</i></a></p>
</div>
</div>
<h3>Papers</h3>
<div class="card">
<div class="container">
<p align="left"><b>Robust and Generalizable Computer Vision Classification</b>
<a class="link" href="images/papers/cs182_figure.png" target="_blank"><img src="images/papers/cs182_figure.png" align="right" height="226" width="100" alt="CS182 Figure"></a> <a class="link" href="https://mlavva.github.io/pdfs/cs182_report_robust_and_generalizable_computer_vision_classification.pdf" target="_blank"><img src="images/papers/cs182_report_img.png" align="right" height="198" width="153" alt="CS182 Report"></a></p>
<p align="left">May 14, 2020</p>
<p align="left"><i>Abstract:</i></p>
<p align="left">We created a robust computer vision classifier that performs well in a dataset that contains perturbations. To achieve this, we used various data augmentation and other deep learning model techniques, such as model ensembling, image denoising, adversarial training, and attention networks. These methods helped improve the robustness against both naturally perturbed and adversarial datasets. In addition, we created class action map visualizations for our models to help understand how the model makes its classification decisions. Through these techniques, we achieved a 71.1% Top 1 Accuracy and 90.0% Top 5 Accuracy on the Tiny-ImageNet classification challenge.</p>
<p align="left"><i>Links:</i></p>
<p align="left"><a class="link" href="https://mlavva.github.io/pdfs/cs182_report_robust_and_generalizable_computer_vision_classification.pdf" target="_blank">
Paper</a>, <a class="link" href="https://github.com/mlavva/yolo9000" target="_blank">
GitHub Repo</a>, <a class="link" href="https://www.academia.edu/74048620/Robust_and_Generalizable_Computer_Vision_Classification" target="_blank">Academia</a>, <a class="link" href="https://www.researchgate.net/publication/359343787_Robust_and_Generalizable_Computer_Vision_Classification" target="_blank">ResearchGate</a></p>
</div>
</div>
<h3>Projects</h3>
<div class="card">
<div class="container">
<p align="left"><b>Compilers Project:</b><a class="link" href="images/projects/compilers_project/compilers-ast-project_figure.png" target="_blank"><img src="images/projects/compilers_project/compilers-ast-project_figure.png" align="right" height="170" width="150" alt="Compilers Project Figure"></a></p>
<p align="left">Worked with a project group to build a compiler for the <a class="link" href="https://chocopy.org" target="_blank">ChocoPy</a> language. Completed lexing & parsing, semantic analysis, and code generation parts.</p>
<p align="left"><i>Link:</i></p>
<p align="left"><a class="link" href="https://inst.eecs.berkeley.edu/~cs164/fa20/" target="_blank">More Info</a></p>
</div>
<br></br>
<div class="container">
<p align="left"><b>Network Routing Project:</b><a class="link" href="images/projects/routing_project/routing_project_figure.png" target="_blank"><img src="images/projects/routing_project/routing_project_figure.png" align="right" height="109" width="200" alt="Network Routing Project Figure"></a></p>
<p align="left">Implemented distributed routing (for example distance-vector routing) & transport algorithms.</p>
<p align="left"><i>Link:</i></p>
<p align="left"><a class="link" href="https://github.com/NetSys/cs168_proj_routing_student" target="_blank">More Info</a></p>
</div>
<div class="container">
<p align="left"><b>Seq2Seq Chatbot Project:</b><a class="link" href="images/projects/seq2seq_chatbot_project/seq2seq_chatbot_project_figure.png" target="_blank"><img src="images/projects/seq2seq_chatbot_project/seq2seq_chatbot_project_figure.png" align="right" height="67" width="220" alt="Seq2Seq Chatbot Project Figure"></a></p>
<p align="left">Built a chatbot using an encoder-decoder model for the final project in Info 159. Utilized Python and Keras.</p>
<p align="left"><i>Link:</i></p>
<p align="left"><a class="link" href="https://people.ischool.berkeley.edu/~dbamman/nlp18.html" target="_blank">More Info</a></p>
</div>
<div class="container">
<p align="left"><u>More projects listed here</u>: <a class="link" href="projects.html">Project Showcase</a></p>
</div>
</div>
<h3>Awards</h3>
<div class="card">
<div class="container">
<p align="left"><a href="https://engineering.salesforce.com/celebrating-our-technology-and-products-all-stars-4dba20137cb8" target="_blank"> TMP All-Star Award Winner - <i> June 2023 </i></a></p>
<p align="left"><a href="https://inst.eecs.berkeley.edu/~cs164/fa20/tournament-results.html" target="_blank"> Compilers Tournament Award (Team29) - <i> Dec 2020 </i></a></p>
<p align="left"><a href="https://ls.berkeley.edu/advising/academic-progress/graduation/honors" target="_blank"> Dean's Honors List - <i> Jan 2017 </i></a></p>
<p align="left"><a href="https://apstudents.collegeboard.org/awards-recognitions/ap-scholar-award" target="_blank"> National AP Scholar Award - <i> May 2016 </i></a></p>
<p align="left"><a href="https://paloaltoonline.com/news/2015/09/11/palo-alto-students-named-national-merit-scholarship-semifinalists" target="_blank"> National Merit Finalist - <i> January 2016 </i></a></p>
</div>
</div>
<h3>Certifications</h3>
<div class="card">
<div class="container">
<p align="left"><b>Salesforce</b><img src="images/icons/salesforce.png" align="right" height="50" width="50" alt="Salesforce"></p>
<p align="left">Scrum Lead Certification - <i> March 2026 </i></p>
</div>
</div>
<h3>Languages & Frameworks</h3>
<div class="card">
<div class="container">
<p align="left"><b>Languages:</b></p>
<p align="left">
<a href="https://www.java.com/en/" target="_blank"><span class="devicons devicons-java" style="font-size:50px"></span></a>
<a href="https://www.javascript.com" target="_blank"><span class="devicons devicons-javascript" style="font-size:50px"></span></a>
<a href="https://www.postgresql.org" target="_blank"><span class="devicons devicons-postgresql" style="font-size:50px"></span></a>
<a href="https://www.python.org" target="_blank"><span class="devicons devicons-python" style="font-size:50px"></span></a>
<a href="https://golang.org" target="_blank"><span class="devicons devicons-go" style="font-size:50px"></span></a>
<a href="https://www.scala-lang.org" target="_blank"><span class="devicons devicons-scala" style="font-size:50px"></span></a>
</p>
<p align="left"><b>Frameworks:</b></p>
<p align="left">
<a href="https://git-scm.com" target="_blank"><span class="devicons devicons-git" style="font-size:50px"></span></a>
<a href="https://nodejs.org/en" target="_blank"><span class="devicons devicons-nodejs" style="font-size:50px"></span></a>
<a href="https://www.docker.com" target="_blank"><span class="devicons devicons-docker" style="font-size:50px"></span></a>
<a href="https://www.heroku.com" target="_blank"><span class="devicons devicons-heroku" style="font-size:50px"></span></a>
<a href="https://www.npmjs.com" target="_blank"><span class="devicons devicons-npm" style="font-size:50px"></span></a>
<a href="https://redis.io" target="_blank"><span class="devicons devicons-redis" style="font-size:50px"></span></a>
<a href="https://aws.amazon.com" target="_blank"><span class="devicons devicons-aws" style="font-size:50px"></span></a>
<a href="https://cloud.google.com" target="_blank"><span class="devicons devicons-google-cloud-platform" style="font-size:50px"></span></a>
<a href="https://reactjs.org" target="_blank"><span class="devicons devicons-react" style="font-size:50px"></span></a>
<a href="https://jenkins.io" target="_blank"><span class="devicons devicons-jenkins" style="font-size:50px"></span></a>
</p>
<p align="left">
</p>
</div>
</div>
<h3>Interests</h3>
<div class="card">
<div class="container">
<p align="left">Software Engineering, Big Data, NLP, Microservices, Backend Engineering, Data Science, Deep Learning, Cloud Computing</p>
</div>
</div>
<h3>Other Links</h3>
<div class="card">
<div class="container">
<p align="left"><a class="link" href="https://cal.berkeley.edu/mlavva" target="_blank">Cal Alumni</a>, <a class="link" href="https://ucberkeley.academia.edu/mlavva" target="_blank">Academia</a>, <a class="link" href="https://www.researchgate.net/profile/Michael-Lavva" target="_blank">ResearchGate</a>, <a class="link" href="https://angel.co/u/mlavva" target="_blank">Wellfound</a>, <a class="link" href="https://www.tiktok.com/@mlavva" target="_blank">TikTok</a>, <a class="link" href="https://www.threads.net/@mlavva" target="_blank">Threads</a>, <a class="link" href="https://www.kaggle.com/dataclass" target="_blank">Kaggle</a></p>
</div>
</div>
<br></br>
<a href="https://github.com/mlavva/mlavva.github.io" target="_blank"><p style="font-size: 12px; color:#999999;";>Last Updated: March 2026</p></a>
</center>
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