Nguyen Trinh

• Conducting research with Prof. Jeremy Johnson on LinBox, a high-performance C++ linear algebra computing library
• Exploring applications of Wiedemann’s algorithm for efficient sparse matrix computations over finite fields
• Emphasizing on algorithmic foundations, numerical accuracy, and optimization in computational mathematics

• Selected as one of two first-year tutors for exceptional academic performance and accelerated math courseworks
• Supporting 75+ students in advanced computing-related math topics, including Linear Algebra and Multivariable Calculus
• Hosting tutoring sessions and proctor assessments, reinforcing algorithmic foundations through applied mathematics.

• Developed an autonomous bottle-collecting robot utilizing Jetson Nano, LiDAR sensors, and YOLOv5-based computer vision for real-time object detection and navigation in dynamic environments
• Streamlined vision pipelines with multithreading and algorithmic tuning, tripling speed and improving accuracy by 35%
• Formulated a distance estimation model via 3D projection, camera distortion, and OpenCV, yielding <3% localization error

• Led the programming of an autonomous competition robot; implemented adaptive PID control, color sensor calibration, and sensor data processing to reduce runtime by 60%; delivered efficient solutions under tight competition constraints
• Placed 2nd nationally and represented Vietnam at the international final, ranking in the global top 25

• Built a Flutter + Flask system combining AI-based prescription parsing, and an Arduino-based smart dispenser
• Automated precise dose scheduling for elderly users, with MongoDB ensuring secure and scalable data handling

• Led a team of 4 to build a Flutter app with Firebase Authentication and Firestore backend, ensuring secure cloud syncing
• Managed 1,000+ user records with 99.9% uptime, demonstrating scalable system architecture and robust engineering
• Developed data-driven personalized nutrition algorithms and real-time menu fetching to tailor dietary goals
• Published an interactive web platform with CI/CD automation and responsive, user-focused interfaces

• Deployed a React Native app to generate accessible color palettes using K-means clustering and DaltonLens simulations
• Reduced color confusion rates by 30–40%, producing complete palettes in under 2 seconds through perceptual modeling
• Prototyped the vision of color blind people, helping designers learn more about their perspective

• Global Scholar, STAR Scholar, Dean’s List
• GPA: 4.0/4.0

• Mathematics Specialization
• GPA: 9.7/10.0, SAT: 1530

• Migrated a legacy WordPress/PHP site to a modern React/Node.js/MySQL stack, redesigning the UI and optimizing performance to enhance speed, usability, and user engagement

• Led outreach for guest speakers and sponsors while managing logistics for Drexel’s 2026 DragonHacks, supporting an anticipated 500+ participants at the annual university hackathon

• Engineered autonomous navigation modules with ROS; integrated and tested depth camera to enhance robot perception

• Directed a STEM outreach initiative for underserved students in Vietnam; mentored 20+ student volunteers and instructed Python and Excel courses to 25+ learners, advancing digital literacy and technical skills

Selected as one of only 7 students world-wide for full-tuition scholarships for exceptional academic and leadership achievements

Placed #23 in the International Final, senior division

Placed #2 in the national competition; represented Vietnam in the International Final

Ranked #2 in both general and math-specialized categories in the entrance exam

Awarded to the top 10% of mathematics-specialized participants in Ho Chi Minh City