About Me
I'm a Computer Science student at VinUniversity interested in the intersection of Artificial Intelligence, Machine Learning, and Quantitative Finance.
I'm particularly interested in applying machine learning to financial markets, with a current focus on:
π€ AI & Machine Learning
π Quantitative Finance & Systematic Trading
π§ Reinforcement Learning
π Alpha Research & Data-Driven Strategies
I enjoy exploring research ideas, building practical systems, and learning how intelligent models can be applied to real-world financial problems.
Research
π PPO-HRAP
PPO-HRAP: Proximal Policy Optimization with a Hybrid Regime-Aware Policy for Risk-Controlled Trading
Research on reinforcement learning for quantitative trading, focusing on regime-aware decision making and risk-controlled portfolio management.
Experience
π³ FinCare
Software Developer Β· Financial Analytics
Working on an internal banking analytics platform combining machine learning, causal inference, and customer analytics.
CLV estimation, survival analysis, churn prediction, and uplift modeling
ML pipeline using LightGBM, T-Learner, CausalNex, and LangChain
Backend and data layer with FastAPI, MySQL, and Docker
π Top 12 Finalist β APRU Γ Google Tech Policy Hackathon 2025
π οΈ Tech Stack
π» Languages
π€ AI / ML
Scikit-learn Β· Pandas Β· NumPy Β· Hugging Face Β· LangChain Β· AutoGluon
βοΈ Backend / Data
Qdrant Β· SQL Β· REST APIs Β· Data Pipelines
π Quant / Finance
Financial Reinforcement Learning Β· Systematic Trading Β· Alpha Research
Time Series Β· Portfolio Management Β· Risk Management
π Currently Exploring
AI / ML βββ Reinforcement Learning βββ Multimodal Learning βββ Causal Machine Learning
Quantitative Finance βββ Alpha & Factor Research βββ Systematic Trading βββ Time-Series Analysis βββ Portfolio & Risk Management
π Highlights
π₯ Silver Medal β Vietnamese National April 30th Olympiad in Informatics
π₯ First Prize β City-level Youth Information Technology Competition
π VinUniversity Dean's List β FALL24 & SPR26
π Top 12 Finalist β APRU Γ Google Tech Policy Hackathon 2025
π« Contact
kienduong160@gmail.com Β Β· Β 24kien.dhc@vinuni.edu.vn Β Β· Β LinkedIn Β Β· Β ResearchGate