Streamline+: Enhanced Streaming Resource Recommendation Engine• Engineered a full-stack application using Spring Boot, optimized for Twitch streaming.• Developed UX with React and Ant Design for the frontend interface.• Managed CRUD operations on a MySQL database via AWS RDS.• Implemented RESTful APIs for real-time data retrieval from Twitch.• Enhanced security using Spring Security for authentication and session management.• Deployed application on AWS App Runner to enhance scalability.• Conducted unit tests with Spring Boot Caching and Caffeine for better performance and reliability.AppStream: Cloud-Based Software Marketplace• Developed a React.js web application for facilitating software transactions.• Crafted a responsive UI with Ant Design for a better user experience.• Established a user authentication flow with JSON Web Tokens (JWT).• Operated a Go microservice on Google Cloud (Google App Engine) for user management.• Integrated ElasticSearch for advanced search capabilities.• Used Stripe API for secure payment processing and transaction history.NFT Insights: Real-Time Asset Analytics Platform• Created an NFT analytics dashboard with React.js and Ant Design.• Fetched real-time NFT data using Moralis API for asset information.• Implemented interactive trade and price charts using recharts.• Developed a tool providing real-time insights into the NFT market.TuneFusion: Personalized Music Experience App• Utilized Android Jetpack and Hilt for dependency injection in Kotlin for Spotify app development.• Implemented app navigation and app bar functionalities using Jetpack Navigation components.• Managed API interactions with a Retrofit-backed RESTful service.• Designed the UI using Jetpack Compose following MVVM architecture principles.• Incorporated Room Database for efficient feature caching.• Integrated Google Exoplayer for an enhanced global music playback experience.

Simpaw LLC is a startup focused on developing automated cat litter boxes to revolutionize pet care.● Led a team of six in agile prototyping and engineering, organizing sprints for peak efficiency, securingfirst place in the consumer product track at the UCI New Venture Competition from 97 teams.● Market Analysis: Conducted a comprehensive market analysis using SQL to calculate an 8.69%compound annual growth rate over 5 years from competitors’ financial data, validating a robust uptrend.○ EmployedPorter'sFiveForcesframeworktoconfirmafavorablemarketentryopportunity.● Lean Startup & Experimental Design: Iterated value propositions based on customer feedback, andConducted A/B testing with 52 cat owners to refine the MVP, leading to a 38% improvement in productacceptance. This involved experimental design to ensure rigorous control and unbiased surveys.● Data-Driven Market Insight: Analyzed 753 dual-channel surveys with Pandas, confirming the targetdemographic and a 68% intent to purchase. Extracted insights into consumer preferences and behavior.● Competitive Analysis & Profitability: Leveraged SQL and Pandas analysis for competitive featuresand market positioning, enhancing product differentiation. Verified profitability through unit economics.● Business Model Optimization: Applied linear regression for DTC vs. B2B and B2C vs. B2B analysis, identifying a 46% and 65% revenue increase in DTC and B2C, leading to an optimized business model.● Financial Forecasting & Strategy Development: Implemented multiple regression analysis with competitors' data (market size, sales volume, operational costs) to forecast our financial performance, informing a strategic four-phased go-to-market plan.

● Data Preparation: Improved data accuracy by 35% on top fashion e-commerce companies using datacleaning algorithms, enabling more precise strategic insights.● Competitor Analysis: Used decision tree classification on e-commerce supply chain, digital marketing,and social media engagement, refining client's market strategy and increasing projected revenue by 23%.● IPO Strategy Analysis: Developed a logistic regression model comparing IPO factors in mainlandChina vs. Hong Kong, predicting a 33% higher success rate in Hong Kong to guide market entry strategy.

• Led a team of 5 engineers to develop and launch a sensor-based mobile app that navigates students through empty spots in library with 50+ registered users• Designed an infrared detector to place in every study room in the library with real-time detection on availability

• Initiated online iTutor platform to connect Chinese science elites with college students in the U.S• Recruited 15+ mentors teaching Math, Chemistry, Physics and served 60+ students in total• Responsible for reaching out to college students who are eligible to become mentors