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<!DOCTYPE html>
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<title>John Della Rosa - Resume</title>
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<div class="navbar">
<b style="margin-right:10px">John Della Rosa</b>|
<a href="./index.html">Home</a> |
<a href="./resume.html"><u>Resume</u></a>
<!-- <a href="#education">Education</a>
<a href="#experience">Experience</a>
<a href="#skills">Skills</a> -->
|
<a href="./biography.html">About</a>|
<a href="./projects.html">Projects</a>|
<a href="./miscellaneous">Misc</a>|
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<a href="https://apps.apple.com/us/developer/john-della-rosa/id1684177615" target="_blank">Apple Store</a>
</div>
<div id="biography">
</div>
<div class="resume">
<h1>Resume</h1>
<div id="education"><br>
<h2>Education</h2><hr>
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<div class="accordion">
<h3>The University of Chicago - 2022 MS Financial Mathematics<br>(GPA 3.97/4.0)</h3>
<div>
<h3>Concentration</h3>
<p style="text-align:center">Financial Computing</p>
<h3>Courses</h3>
<h4>Programming</h4>
<p style="text-align:center">Computing for Finance in Python | Advanced Computing for Finance (C++) | Reinforcement Learning and Deep Learning</p>
<h4>Math & Statistics</h4>
<p style="text-align:center">Probability and Stochastic Processes | Stochastic Calculus | Modern Applied Optimization</p>
<h4>Quantitative Finance</h4>
<p style="text-align:center">Mathematical Foundations of Option Pricing | Portfolio Theory and Risk Management | Numerical Methods for Option Pricing | Regression Analysis and Quantitative Trading Strategies | Foreign Exchange: Markets, Pricing, and Products | Corporate and Credit Securities | Fixed Income Seminar | Mathematical Market Microstructure: An Optimization Approach</p>
</div>
<h3>UC Berkeley - 2019<br>BS Chemical Biology (GPA 3.98/4.0)</h3>
<div>
<h3>Courses</h3>
<p style="text-align:center">Analytical Chemistry | Electromagnetism & Thermodynamics | Linear Algebra & Differential Equations | Biophysical Chemistry | Quantum Mechanics | Statistical Mechanics | Chemical Biology | Molecular Biology | Food, Culture, and Environment | Inorganic Chemistry in Biological Systems | Physical Chemistry Lab</p>
<h3>Awards/Honors</h3>
<p style="text-align:center">Highest Honors in Major | Highest Honors in General Scholarship | Senior Undergraduate Research Award</p>
<h3>Extracurriculars</h3>
<p style="text-align:center">Group tutoring for biophysical chemistry (Chem C130/MCB C100A)</p>
</div>
<h3>Sacramento City College - 2017<br>Transfer</h3>
<div >
<h3>Courses</h3>
<p style="text-align:center">General education</p>
<h3>Extracurriculars</h3>
<p style="text-align:center">Group tutoring for General Chemistry and Organic Chemistry</p>
</div>
</div>
</div>
</div>
<div id="experience">
<h2>Experience</h2><hr>
<ul>
<li><b>US Bank</b>
<br>
Quantitative Modeling Intern - June 2022 - August 2022
<ul>
<li>Created portfolio credit default rate prediction models using machine learning libraries in Python</li>
<li>Developed custom algorithms in Python to improve current feature selection methods</li>
</ul>
</li><br>
<li><b>University of Chicago, Project Lab (T. Rowe Price)</b>
<br>
Academic Intern, Quantitative Research - February 2022 - April 2022
<ul>
<li>Analyzed optimal dynamic hedging strategies with options for equity portfolios</li>
<li>Created strategy backtester in Python</li>
</ul>
</li><br>
<li><b>The University of California - Berkeley</b>
<br>
Junior Specialist- June 2018 - June 2021
<ul>
<li>Analyzed common environmental toxins' impairment of male fertility; <a href="https://pubmed.ncbi.nlm.nih.gov/32695775/">published results in peer-reviewed journal</a></li>
<li>Utilized R to identify genes being expressed at abnormal levels in brain of Alzheimer's patients</li>
</ul>
<br>
Research Assistant - January 2018 - May 2018
<ul>
<li>Evaluated pedagogical methods for organic chemistry, drawing associations between students' method of studying and ability to solve organic chemistry problems of varying difficulties</li>
</ul>
</li>
</ul>
</div>
<div id="skills">
<h2>Skills</h2><hr>
<h3>Languages</h3>
<p style="text-align:center">Python (Advanced) | C++ (Intermediate) | HTML (Beginner) | R (Beginner) | C# (Beginner) | CSS (Beginner) | Javascript (Beginner) | SQL (Beginner)</p>
<h3>Libraries and Frameworks</h3>
<p style="text-align:center">Pandas | Numpy | Matplotlib | Statsmodels | Scikit-Learn | Pytorch | <a href="https://lightgbm.readthedocs.io/en/v3.3.2/">LightGBM</a> | .NET | <a href="https://en.wikipedia.org/wiki/Unity_(game_engine)">Unity</a> | Unreal | <a href="https://en.wikipedia.org/wiki/JQuery"> Jquery </a> | Seurat
<h3>Software/Tools</h3>
<p style="text-align:center">Anaconda | Jupyter | MS Office | Git (Beginner) | Regular Expressions (Regex) | Jira</p>
<h3>Subjects</h3>
<p style="text-align: center">Financial Markets | Statistical Modeling | Machine Learning | Data Analytics | Chemistry | Biology</p>
</div>
<div id="projects">
<h2><a href="./projects.html">Projects</a></h2><hr>
<h3><a href="./projects/pso.html"> Phantasy Star Online Game Data Modeling</a></h3>
<ul>
<li>Parsed game data from binary files using Python's <a href="https://docs.python.org/3/library/struct.html">struct module</a> from the standard library</li>
<li>Translated C++ code to Python to recreate how game uses parsed values.</li>
<li>Wrote binary file editing <a href="./projects/pso/battle-parameter-editor.html">library</a> to mod the game</li>
<li>Used Monte Carlo simulation and recovered game data to determine likelihood of various <a href="./projects/pso/rare-drop-farming.html"> in-game</a> <a href="./projects/pso/rare-enemy-telepiping.html"> events</a></li>
</ul>
</div>
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