Open to opportunities

Nguyễn Tùng

@nguyntng

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Aspiring quant researcher with expertise in machine learning and trading.

Vietnam

Message

What I'm looking for

I am seeking opportunities that allow me to apply my analytical skills in finance and machine learning while fostering a collaborative and innovative work environment.

I am a dedicated Quant Researcher Intern at FinPros, where I leverage machine learning and deep learning models to develop innovative alpha models for market prediction. My experience includes utilizing convolutional neural networks and logistic regression to analyze market trends, as well as clustering techniques to optimize alpha portfolios. My analytical skills and passion for finance drive my commitment to delivering high-quality results.

In addition to my internship, I have been actively involved in crypto trading on Binance since 2017, where I manage a diverse portfolio of trading pairs. My trading strategy incorporates technical indicators and has achieved a win rate of approximately 60%, demonstrating my ability to navigate the complexities of the financial markets. I also have a background in math tutoring, where I helped students grasp fundamental concepts and prepare for competitive exams.

Experience

Work history, roles, and key accomplishments

Current

Quant Researcher Intern

Current

FinPros

Jan 2024 - Present (1 year 4 months)

Developed and implemented Machine Learning and Deep Learning models, including convolutional neural networks and logistic regression, to predict market trends and generate an alpha model for VN30F1m. Utilized clustering techniques to group alpha models, optimizing Sharpe ratio for alpha portfolios.

Machine Learning Deep Learning Convolutional Neural Networks Logistic Regression Sharpe Ratio Python

Current

Crypto Trader

Current

Binance

Jan 2017 - Present (8 years 4 months)

Executed daily and intra-daily cryptocurrency trading strategies on pairs like BTC/USDT and ETH/USDT, achieving a win rate of approximately 60% and an annualized return of 15%. Applied financial indicators such as EMA 34, EMA 89, and Fibonacci retracement to inform trading decisions.

Risk Management Portfolio Management Market Analysis

Math Tutoring

Private Tutoring

Jan 2018 - Dec 2019 (1 year 11 months)

Taught 6th-grade students fundamental concepts in combinatorics, statistics, and geometry, fostering enthusiasm for mathematics and physics. Prepared comprehensive materials for mid-term and final exams, successfully guiding students toward admission to top high schools in Vietnam.

Mathematics Statistics Géométrie Curriculum Development

Education

Degrees, certifications, and relevant coursework

Troy University, University of Economics and Business

Bachelor of Business Administration, Business Administration

Grade: 3.11, expected 3.2

Studied Business Administration with a focus on various aspects of business operations and management. Maintained a GPA of 3.11, with an expected GPA of 3.2 upon graduation.

High School for Gifted Students, Vietnam National University

High School Diploma, Informatics

Participated in the Informatics Talent Program, focusing on advanced studies in informatics. Developed strong foundational skills in computer science and related fields.