Nguyễn Trương Mạnh Quân

Projects

• Othello AI Bot

  Sep 2026

  Built an AlphaZero-style Reinforcement Learning agent that plays Othello/Reversi and analyzes player decisions to identify mistakes and blunders. Developed a post-game analysis system that evaluates each move against the agent's recommendations and classifies decisions into categories such as mistakes and blunders. Impact: Getting 100 users in a month

  Skills: Next.js · TypeScript · Python

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• SAT Champions

  Apr 2026 — Sep 2026

  Associated with Co-Founder, Product Engineer · Doorians Lab

  Built and deployed a production SAT learning management system for a SAT education provider with 10K+ followers, serving 100+ registered students. Impact: Built and maintained a test bank containing 530 SAT tests with approximately 5–10 questions per test across 5 classes.

  Skills: Next.js · TypeScript · Supabase

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• Vũ Đại Dạ Huyết

  Built a digital platform supporting an interactive board game that turns Vietnamese novels into a playable, social learning experience. Impact: Used to manage gameplay, players, and educational interactive experiences in classroom settings.

  Skills: React · JavaScript · CSS

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• Math Olympiad & AI Training Program

  Contributed curated Math Olympiad problem-solving data to a collaborative program organized by xAI and VNUHCM High School for the Gifted. Impact: Data potentially contributed to training Grok and other advanced language models.

  Skills: Mathematical Reasoning · Dataset Curation · AI Training Data

  

• HCMC High School Platform

  Developed a website that helps ninth-grade students find their most suitable high school ahead of the high school entrance exam. Impact: Gives incoming high schoolers and their families a clearer, data-driven way to choose the right school instead of guessing. Code: https://github.com/NTMQuannuaQMTN/hcmc-high-school-platform

  Skills: Next.js · TypeScript · Data Analysis

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• EWC PUBG Prediction Engine

  Built a machine learning pipeline that predicts team rankings for the EWC 2026 PUBG tournament from historical performance data. Impact: Outputs team statistics, player metrics, rosters, and predicted rankings as CSVs for the EWC 2026 PUBG tournament.

  Skills: Python · Jupyter

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• EZ-Komu

  Designed and built a technology-driven communication tool focused on making everyday interaction more accessible for people with muteness and deafness. Impact: Reached Top 15 nationally in a countrywide innovation competition among 100+ teams.

  Skills: JavaScript · HTML/CSS · Product Design

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