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chikien07012006/README.md

Hi, I'm Kien πŸ‘‹

CS Student | AI/ML Researcher | Quantitative Finance

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:

πŸ€– AI & Machine Learning

πŸ“ˆ Quantitative Finance & Systematic Trading

🧠 Reinforcement Learning

πŸ“Š 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

πŸ“ˆ 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

πŸ’³ 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

πŸ† Top 12 Finalist β€” APRU Γ— Google Tech Policy Hackathon 2025

πŸ› οΈ Tech Stack

πŸ’» Languages

πŸ€– AI / ML


Scikit-learn Β· Pandas Β· NumPy Β· Hugging Face Β· LangChain Β· AutoGluon

βš™οΈ Backend / Data


Qdrant Β· SQL Β· REST APIs Β· Data Pipelines

πŸ“ˆ Quant / Finance

Financial Reinforcement Learning Β· Systematic Trading Β· Alpha Research
Time Series Β· Portfolio Management Β· Risk Management

πŸ“š Currently Exploring

AI / ML β”œβ”€β”€ Reinforcement Learning β”œβ”€β”€ Multimodal Learning └── Causal Machine Learning

Quantitative Finance β”œβ”€β”€ Alpha & Factor Research β”œβ”€β”€ Systematic Trading β”œβ”€β”€ Time-Series Analysis └── Portfolio & Risk Management

πŸ† Highlights

πŸ₯ˆ Silver Medal β€” Vietnamese National April 30th Olympiad in Informatics

πŸ₯‡ First Prize β€” City-level Youth Information Technology Competition

πŸŽ“ VinUniversity Dean's List β€” FALL24 & SPR26

πŸ† Top 12 Finalist β€” APRU Γ— Google Tech Policy Hackathon 2025

πŸ“« Contact

kienduong160@gmail.com Β  Β· Β  24kien.dhc@vinuni.edu.vn Β  Β· Β  LinkedIn Β  Β· Β  ResearchGate

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