for (int i = 0 ; i < n ; i++) {
// do something cool (efficiently)
}🎓 EECS Undergraduate @ UC Berkeley (Class of 2029)
🎖 Regents' and Chancellor's Scholar
📫 vincent.samuel.tran [at] berkeley [dot] edu
- USACO Platinum Division (2022)
- AIME Qualifier (2022-2023)
- Regents' and Chancellor's Scholarship Recipient (2025)
C++ · Python · Java · x86-64 Assembly · C# · TypeScript · Swift
- Developed a dynamic mean field approximation framework simulating large-scale epigenetic behavior.
- Identified stable parameter regions for accurate modeling of methylation dynamics across 20× more CpG sites.
- Reworked K-means clustering with assembly-level kernel fusion.
- Eliminated redundant memory overhead from Intel GEMM routines by merging matrix ops at a low level.
- Built from scratch using naive row-reduction.
- Managed register/memory behavior and stack pointer logic consistent with C calling convention.
- Debugged via Visual Studio 2019.
- Designed a GUI with client-server multithreading.
- Leveraged Java data streams and synchronized state sharing.
- Implemented clean thread isolation for game, client, and server logic.
Algorithms & Optimization · Distributed Systems · Networking ·
Hardware-Aware Software · VLSI (Very Large Scale Integration)
📫 Let's connect or collaborate — feel free to check out my repos!


