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Yichen Lin is listed as Globe News Hub - Full Stack Engineer at Personal Projects, a with 99 employees, based in San Jose, California, United States. AeroLeads shows a matched LinkedIn profile for Yichen Lin.
Yichen Lin previously worked as Fresh Feasts - Full Stack Engineer at Personal Projects and Atelier Hyperion - Full Stack Engineer at Personal Projects. Yichen Lin holds Master Of Science - Ms, Data Science from San Jose State University.
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Languages | Python, R, Java, SAS, MATLAB, JavaScript Applications | Microsoft Office: Word, Excel, PowerPointDatabases | MS SQL Server, MySQL, PostgreSQL, MongoDB, Neo4j Data Visualization | Power BI, TableauMethodology | Statistical Modeling, Machine Learning, Deep Learning, NLP, Data Visualization, Experimental Design, ETLLibraries/Frameworks | Pandas, Numpy, SciPy, Seaborn, Matplotlib, Scikit-learn, Keras, TensorFlow, PyTorchDeveloper Tools | Vim, Git, npm, pip, Webpack, Babel, Agile Methodology, PostmanFront-End | JavaScript (ES5 and ES6), React, React Native, HTML5, CSS3, Tailwind CSSBack-End | Node.js, Express, RESTful API, Python AWS: EC2 / S3
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Globe News Hub is a dynamic website that enables users to access the latest news from various countries- Designed and built a client side app for a news dashboard that integrated an interactive 3D globe using react globe.gl- Integrated interface with GDELT API to fetch real-time news based on world locations- Configured Google’s Firebase Authentication UI to facilitate secure login/logout processes
Fresh Feasts is a mobile app that allows users to select and subscribe to prepared meals- Collaborated with 6 engineers on a meal delivery mobile app by using React Native- Built a real-time messaging chat user interface using socket.io to ensure seamless communication between users- Integrated an autoplay carousel for meal images using react-native-snap-carousel
Atelier Hyperion is an E-commerce website featuring sections for overview, item carousel, Q&A, and ratings and reviews- Built a real-time threaded discussion Q&A system, enabling seamless posting and retrieval of data- Extracted, transformed, and loaded 10 million records with MongoDB aggregation framework, cutting processing time from 15 to 6 minutes (original method)- Launched scalable AWS EC2 backend with NGINX load balancer, lowering error rate from 35% to 2% and cutting response time from 400 ms to 150 ms for 1000 clients/sec
New Taipei City, Taiwan
An IT consulting company that provides AI automation marketing tools for building e-commerce websites• Built an recommendation system with user behavioral data using Python and increased 30% click-through rate• Designed and automated data pipeline with crontab to preprocess user data from MySQL to AWS S3 for future modeling• Implemented association rule and Jaccard similarity to generate item-to-item product recommendations• Clustered customers utilizing k-means with Calinski-Harabasz index and trained neural collaborative filtering model (afusion of generalized matrix factorization and multi-layer perceptron) to generate product recommendations for person
New Taipei City, Taiwan
• Assisted the professor with image clustering research using Python• Planned, adjusted, and conducted statistical analysis on datasets to perform image pre-processing and data clustering for the research
12-week software engineering immersive program with over 1000+ hours of coding. Full-Stack development with JavaScript, React, Express.
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Yichen Lin works for Personal Projects.
Yichen Lin is listed as Globe News Hub - Full Stack Engineer at Personal Projects.
Yichen Lin is based in San Jose, California, United States while working with Personal Projects.
Yichen Lin has worked for Personal Projects, Fly Elephant Information, and National Taipei University.
You can use AeroLeads to view verified contact signals for Yichen Lin at Personal Projects, including work email, phone, and LinkedIn data when available.
Yichen Lin holds Master Of Science - Ms, Data Science from San Jose State University.
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