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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>Jinpeng Yang</title>
<link rel="stylesheet" href="https://unpkg.com/aos@next/dist/aos.css" />
<link rel="stylesheet" href="https://use.fontawesome.com/releases/v5.7.2/css/all.css" integrity="sha384-fnmOCqbTlWIlj8LyTjo7mOUStjsKC4pOpQbqyi7RrhN7udi9RwhKkMHpvLbHG9Sr" crossorigin="anonymous">
<!-- <link rel="stylesheet" href="bootstrap.min.css">
<link rel="stylesheet" href="bootstrap-theme.min.css">
<link rel="stylesheet" href="carousel.css"> -->
<link rel="stylesheet" href="main.css">
</head>
<body>
<header>
<!-- <div class="menu-toggler">
<div class="bar half satrt">
</div>
<div class="bar">
</div>
<div class="bar half end">
</div>
</div> -->
<nav class="top-nav">
<ul class="nav-list">
<li>
<a href="index.html" class="nav-link">Home</a>
</li>
<li>
<a href="#about" class="nav-link">About</a>
</li>
<li>
<a href="#services" class="nav-link">Services</a>
</li>
<li>
<a href="#portfolio" class="nav-link">Portfolio</a>
</li>
<li>
<a href="#experience" class="nav-link">Experience</a>
</li>
<!-- <li>
<a href="#contact" class="nav-link">Contact</a>
</li> -->
</ul>
</nav>
<div class="landing-text">
<h1>Jinpeng Yang</h1>
<h6>Full Stack Engineer | Data Scientist | CFA, FRM, SOA</h6>
</div>
</header>
<section class="about" id="about">
<div class="section-heading" style="margin-bottom: 6rem;">
<h1>About</h1>
<h6>Me</h6>
</div>
<div class="container">
<div class="profile-img" data-aos="fade-right" data-aos-delay="200">
<!-- <img style="height:100%; width: 50%; margin-left: 156px;"src="images/YangJinpeng.jpg" alt=""> -->
<img src="images/JPY.png" alt="">
</div>
<div class="about-details" data-aos="fade-left" data-aos-delay="400">
<div class="about-heading">
<!-- <h1>About</h1> -->
<!-- <h6>Myself</h6> -->
</div>
<p>I am a Data Scientist/Software Developer with a background in Applied Physics, Business Analytics, Full Stack Developer. I am passionate about solving business problems using Data and Technology. I have 3+ years’ software development experience as a full-stack developer and 3+ years’ data engineering experience. Currently I am seeking full-time Data Scientist, Data Engineer, Machine Learning Engineer, Software Engineer opportunities.
</p>
<div class="social-media">
<ul class="nav-list" style="text-align:center">
<li>
<a href="https://www.linkedin.com/in/jinpengyang/" class="icon-link">
<i class="fab fa-linkedin-in"></i>
<p>LinkedIn</p>
</a>
</li>
<li>
<a href="https://github.com/FredYang201?" class="icon-link">
<i class="fab fa-github"></i>
<p>Github</p>
</a>
</li>
</ul>
</div>
</div>
</div>
</section>
<section class="services" id="services">
<div class="container">
<div class="section-heading">
<h1>Services</h1>
<h6>What I can do for you</h6>
</div>
<div class="my-skills">
<div class="skill" data-aos="fade-in" data-aos-delay="200">
<div class="icon-container">
<i class="fas fa-layer-group"></i>
</div>
<h1>Web Development</h1>
<p>Develop websites and Restful APIs. I am proficient in programming language for backend such as Python, Java and Django framework, Database such as MySQL and Postgre and Frontend framework such as React.js, jQuery, Redux and Bootstrap. Deploying tools such as Heroku, AWS, Webpack, Git.</p>
<a href="./file/web/Django.html" class="cta">View Django projects</a>
<a href="./file/web/react.html" class="cta">View React projects</a>
<a href="./file/web/api.html" class="cta">View APIs</a>
</div>
<div class="skill" data-aos="fade-in" data-aos-delay="400">
<div class="icon-container">
<i class="fas fa-code"></i>
</div>
<h1>Data Science</h1>
<p>I have experience in Python, R, SQL and A/B testing. Python packages include Numpy, Pandas, Matplotlib, Seaborn and scikit-learn. R packages include ggplot2, dpyr and so on. SQL consists of table-creating, queries, table-joining. A/B testing includes simple random sample, statistical testing and p-value calculation.</p>
<a href="./file/data/python.html" class="cta">View Python projects</a>
<a href="./file/data/R.html" class="cta">View R Projects</a>
<a href="./file/data/AB.html" class="cta">View A/B Testing</a>
</div>
<div class="skill" data-aos="fade-in" data-aos-delay="600">
<div class="icon-container">
<i class="fas fa-chart-bar"></i>
</div>
<h1>Machine Learning</h1>
<p>In machine learning, the first part are the algorithms and code of widely-used supervised and unsupervised models, such as linear regression, logistic regression and support vector machine. The second part are machine learning projects. R and Python are the main programming language, scikit-learn and tensorflow are main packages for projects.</p>
<a href="./file/machinelearning/models.html" class="cta">View Models</a>
<a href="./file/machinelearning/projects.html" class="cta">View Projects</a>
</div>
</div>
</div>
</section>
<section class="portfolio" id="portfolio">
<div class="container">
<div class="section-heading">
<h1>Portfolio</h1>
<h6>View some of my recent work</h6>
</div>
<div class="portfolio-item">
<div class="portfolio-img has-margin-right" data-aos="fade-right" data-aos-delay="200">
<img src="images/blog.png" alt="">
</div>
<div class="portfolio-description" data-aos="fade-left" data-aos-delay="400">
<h6>Web Development</h6>
<h1>Personal Blog</h1>
<p>Personal blog is a Django-based platform, which is used for sharing latest sports news. Visitors can add comments on each blog and also can share it to friends by email. For each blog, there are many similar blogs by recommendation algorithm listed on the blog page. In addition, the website contains tags for blogs and users can search blogs with the same tags.</p>
<a href="http://fredblog.herokuapp.com/blog/" class="cta">View Details</a>
</div>
</div>
<div class="portfolio-item">
<div class="portfolio-description has-margin-right" data-aos="fade-right" data-aos-delay="600">
<h6>Web Development</h6>
<h1>Weather Forecast</h1>
<p>This is a Django-based weather forecast application, integrated with Boostrap for css and React.js for frontend design. The home page shows the weather in New York, London, Tokyo and Beijing. After entering the cities in input field, website will list the weather of following seven days. If users input a city that doesn't exist, website will ask users to input again.</p>
<a href="http://fredweather.herokuapp.com/" class="cta">View Details</a>
</div>
<div class="portfolio-img" data-aos="fade-left" data-aos-delay="800">
<img src="images/weather.jpg" alt="">
</div>
</div>
<div class="portfolio-item">
<div class="portfolio-img has-margin-right" data-aos="fade-right" data-aos-delay="1000">
<img src="images/cookbook.jpg" alt="">
</div>
<div class="portfolio-description" data-aos="fade-left" data-aos-delay="1200">
<h6>Web Development</h6>
<h1>Cookbook Website</h1>
<p>Cookbook is a mean ingredients enquiry website and wrote in JavaScript and React.js. Collecting JSON format data from "edamam/recipe/" api and parsing it into Object by JSON and "fetch" library. Cookbook supports "search" function, and after users enter the meal they want to know, website accesses the api again with the parameters and shows result to users.</p>
<a href="https://react-menu-ingredient.netlify.com/" class="cta">View Details</a>
</div>
</div>
</div>
</section>
<section class="experience" id="experience">
<div class="container">
<div class="section-heading" style="margin-bottom: 6rem;">
<h1>Work Experience</h1>
<h6>Past and current jobs</h6>
</div>
<div class="timeline" data-aos="fade-down" data-aos-delay="300" style="margin-left:86px;padding-left:35px;">
<ul>
<li class="date" data-date="Mar, 2021 - Present" style="height: 30rem;">
<!-- <h1>BLDUP Inc.</h1>
-->
<div class="experience-item">
<h1 class="title">Senior Software Developer</h1>
<h1 class="employee">Guidehouse LLC</h1>
</div>
<p>• Utilized proficiency in Python and Django to build high performing, user-facing web applications.</p>
<p>• Generated full-blob JSON from XML by calling XQuery APIs and storing data to MongoDB database. Retrieved different fields
from JSON to render content in ClinVar product lines.</p>
<p>• Applied background in business analytics to attain a higher level of theoretical & practical understanding of software development
and information technology. Applied knowledge of Google Analytics to Clinvar Web for tracing users’ behaviors and trends and
collecting data for A/B testing.</p>
<p>• Created and implemented new tables as well as modifying existing SQL Server data.</p>
</li>
<li class="date" data-date="May, 2020 - Mar, 2021" style="height: 26rem;">
<div class="experience-item">
<h1 class="title">Full Stack developer and Lead Data Engineer</h1>
<h1 class="employee">MOPO LIFE, Inc.</h1>
</div>
<!-- <h1>MOPO LIFE, Inc.</h1> -->
<p>• Lead a team of 4 data engineers, building scraping template for retrieving park data from website and APIs. Created an ETL pipeline for data cleaning, then applied NLP algorithm to analyze the data and provide users with better recommendation.</p>
<p>• Worked with engineer team to design database Schema and ERD for backend. Built and monitored Restful APIs and microservices architecture in Node.js and Express.js.</p>
<p>• Developed React-based travelling application on frontend which fetched real-time data from backend APIs and database in axios.js. Deployed application and APIs integrated Lambda, Elastic Beanstalk and RDS on Amazon Web Services (AWS) and Github.</p>
</li>
<li class="date" data-date="May, 2019 - Aug, 2019">
<!-- <h1>BLDUP Inc.</h1>
-->
<div class="experience-item">
<h1 class="title">Data Scraper and Investment Analyst</h1>
<h1 class="employee">BLDUP, Inc.</h1>
</div>
<p>• Increased data-collection efficiency by 60% by writing Python scripts to collect project data on websites and APIs of top 300 architecture companies. Wrote SQL to help data department to store and update records in database.</p>
<p>• Communicated and Assisted financial team to estimate and model the costs, profits and risks of construction projects. Built K-means clustering model and Tableau dashboard to provide managers with investment decisions resulting in 15% reduction in costs.</p>
</li>
<li class="date" data-date="Mar, 2017 - Sep, 2017" style="height:28rem;">
<!-- <h1>Southwestern Institute of Physics</h1> -->
<div class="experience-item">
<h1 class="title">Experimental Data Scientist</h1>
<h1 class="employee">Southwestern Institute of Physics</h1>
</div>
<p>• Conducted daily sampling inspection of raw materials and finished products to verify the conformity of products. Assist in recording, collating, documenting experimental data and checking to ensure accurate and reliable test results.</p>
<p>• Set experimental group and comparison group during practical experimental process, then made A/B Testing and contrast research of parameters between these groups.</p>
<p>• Utilized R, Python for data cleaning and created impactful dashboards in Excel for reporting experiment performance to professors. Improved experimental accuracy rate by 10% by applying Linear regression model in Excel to forecast experiment parameters.</p>
</li>
<li class="date" data-date="Jul, 2016 - Sep, 2016">
<!-- <h1>China Daily</h1> -->
<div class="experience-item">
<h1 class="title">Data Scientist</h1>
<h1 class="employee">China Daily</h1>
</div>
<p>• Scraped unstructured news data from related websites to ensure data integrity and accuracy by using Python. Communicated and collaborated with data department to track and record daily sales data from channels. Designed table schema and entity relationship diagram for database-building and stored data into database by writing SQL.</p>
<p>• Conducted data cleaning and visualization in Excel to build an efficient revenue KPI to monitor and analyze sales revenue. Built multiple linear regression models to predict sales revenue trends and result in 10% cost savings for next month and created dashboard in Excel to provide business insights for increasing profits.</p>
</li>
</ul>
</div>
</div>
</section>
<footer class="copyright">
<div class="up" id="up">
<i class="fas fa-chevron-up"></i>
</div>
<p>© 2024 Jinpeng Yang</p>
</footer>
<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.3.1/jquery.min.js"></script>
<script src="https://unpkg.com/aos@next/dist/aos.js"></script>
<script src="main.js"></script>
</body>
</html>