Ethan Liu

Researcher β€’ Leader β€’ Innovator β€’ Athlete

249+ Club Members Led
Top 10% Kaggle Competitor
8+ Years Basketball
SFN Conference Presenter

Leadership Experience

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YokyWorks Foundation

App Development & Educational Technology

Rebuilding an app for explicit instruction in phonemic awareness and early phonics to build a sound foundation for fluent reading using evidence-based curriculums. Revamping the app to improve teacher flow, student flow, and student progress tracking for children at risk for reading failure.

Visit YokyWorks β†’
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Brick Building Club

Founder & Officer

Founded and direct all activities for this 249-member club, fostering creativity and social interaction through building activities separate from academic pressures.

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Stanford Team HBV

School Chapter President

Lead planning and execution of activities to raise Hepatitis B awareness, with specific focus on outreach to the AAPI community. Previously served as Activities Coordinator.

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Silicon Valley Basketball Club

Team Captain (7+ Years)

Continuously serving as Team Captain since 5th grade, organizing annual tournaments and maintaining team standards. Also serve as Head Coach for K-3rd grade clinics.

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JV Volleyball Team

Team Captain

Led the JV team fostering teamwork through encouragement and managing on-court communication with referees and players.

Research & Innovation

🎯 SFN Conference Presentation 2025

Society for Neuroscience - World's Largest Neuroscience Conference

Research poster accepted as late-breaking submission: "Multiscale Systems Biology Framework to Model mBDNF–proBDNF-Mediated Bifurcation Dynamics in CNS Neurotrophin Signaling"

πŸ€– Biologically Inspired AI Research

Spiking Prototypical Neural Networks

Built and analzyed a spiking prototypical neural network for meta-learning capabilities and energy efficiency compared with a standard prototypical neural network.

🧠 EEG Data Analysis for Epilepsy Detection

UC Berkeley Professor Mentorship

Processed and analyzed EEG data from the TUH EEG Corpus using Python's MNE library. Extracted wavelet coefficients to train a CNN for automated epilepsy detection.

πŸ“ˆ LightGBM Stock Price Forecasting

Quantitative Finance Machine Learning

Developed an LightGBM model ensemble for stock price forecasting with walk-forward testing. Achieved a 2.09 Sharpe ratio and 80% annualized growth, demonstrating strong risk-adjusted returns.

πŸ† Kaggle Competition Success

Multiple High Rankings

  • Santa Perplexity: Top 10% (150/1500) - Implemented Simulated Annealing & Genetic Algorithms
  • RNA 3D Structure Prediction: Active competitor using GNNs and transformer models

Academic Excellence

Summer Programs

2023

COSMOS - Molecular Biology

California School of Mathematics and Science

Sequenced bacteriophage genes, utilized PCR, Gibson cloning, and AlphaFold

2024

Carnegie Mellon University

Computational Biology Pre-College

Phylogenetic analysis, sequence alignment, automated biolab workflows

2025

BU RISE

Computational Neuroscience Program

Neural circuit modeling, brain-computer interface design, electrophysiology

Academic Clubs & Teams

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Ethics Debate Team

Selected member competing in Serra Ethics Bowl, analyzing complex ethical dilemmas

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School Newspaper

Science & Technology Writer covering advancements and breakthroughs

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Biology & Physics Clubs

Active member participating in discussions and science-related activities

Beyond Academics

Community Service

Sunday Friends

~30 hours/year supporting economic mobility and community building through food distribution events

SVBC Youth Programs

~60 hours/year since 2022 coaching clinics, tournament logistics, and scorekeeping

Personal Interests & Skills

πŸ“š Fantasy & Sci-Fi Reader ✍️ Novel Writer (2 Manuscripts) 🧠 Neuroscience Enthusiast πŸ€– AI & Ethics Explorer πŸ’ͺ Daily Gym Training πŸ• Dog Walking πŸ€ 8+ Years Basketball 🏐 JV Volleyball πŸ’» Python Programming πŸ“Š Data Science Competitions

Reading List Highlights

"A Thousand Brains" β€’ "The Worlds I See" β€’ "Code Breaker" β€’ "Why Fish Don't Exist"