Lauren Yin

Led development of a Kotlin-based Android app for Parkinson's gait detection, integrating scalable ML-based pipelines for 86% diagnostic precision and real-time modeling.

Designed and optimized MySQL relational database schemas and complex SQL queries to support real-time streaming for over 1K concurrent users.

Developed 3 GUI dashboards and 9 sub-page UIs using React.js, HTML, CSS, and JavaScript to visualize data and enhance user interaction.

Engineered a distributed backend infrastructure for an AI-driven Discord game, integrating Snowflake to support real-time analytics on high-frequency transactions.

Developed a high-traffic e-commerce flash sale system that increased transaction throughput by 50% with ultra-low latency during peak loads.

Integrated OpenAI GPT for dynamic image character generation and built containerized pipelines with Docker and GitLab CI/CD, boosting user engagement by 35%.

Designed dynamic pricing and inventory locking systems using MySQL, optimizing query strategies to reduce database load by 40% and detect anomalies in 500K+ logs/min.

Fortified system security and resilience through advanced rate limiting (Redis), idempotency controls, and anomaly detection, reducing malicious activities by 80% and cutting operational costs by 30%.

Architected and developed a distributed microservice for Tencent Cloud's internal PaaS using Java and Spring Boot, establishing cloud-native services analogous to AWS infrastructure.

Engineered a distributed scheduler leveraging Kubernetes and Docker to orchestrate over 100K concurrent AI inference workflows, ensuring parallelism, fault isolation, and partial completion.

Built event-driven microservices with gRPC for real-time orchestration of purchase flows, inventory locking, and confirmations, mirroring fintech trade execution pipelines.

Optimized SQL (MySQL) query performance and indexing, integrating Snowflake for scalable analytics, which enhanced database performance and reduced logical fault risks by 25%.

Automated 10+ help center modules for real-time end-user support, streamlining troubleshooting and debugging processes and reducing resolution time by 60%.

Maintained RESTful APIs for secure task execution and monitoring, collaborating with PM/QA to containerize microservices with Docker and Kubernetes, and automating 80+ tests, reducing regression errors by 35%.

Launched a niche social networking platform for fashion professionals, enabling connection, collaboration, and project showcasing, similar to LinkedIn for artists.

Implemented and rigorously tested 13 API features, including search, filtering, chat, and premium memberships, ensuring robust platform functionality.

Architected SQL-based search and filtering algorithms, reducing query execution time by 45% and improving user response times by 60% under high concurrent usage.

Integrated GitLab CI/CD pipelines for automated deployments, reducing manual release efforts by 30% and accelerating product iterations.

Recruited and led a 6-person cross-functional team, conducted Beta testing, achieving 125% post-launch user growth and attracting early investor interest.

Produced multiple Duke films, overseeing projects from conception to completion.

Organized the Duke Independent Film Festival, managing logistics and promoting student cinematic works.