Nguyen Pham Dieu Hien

This page is dedicated to share practical knowledge in Machine Learning Engineer & Researcher with Financial Domain. And database for research purepose
2
Published
12+
ML Projects
100K+
Lines of Code
6+
Years Experience

Banking Application NoteBooks

Technical resources and it's application on banking domain.

🌲
Published

ML Model Algorithms

Random Forest XGBoost Ensemble
📊
In Progress

ML Models Engineering

Data Engineering Spark Airflow Pipelines

Featured Projects

Production-grade machine learning systems and research implementations.

🔍
Production

Financial LLM Agent

⚡ 50ms latency
📈 99.9% uptime

An deployment for internal agent to tell historical and analysis in finance who ingesting input from datawarehouse and seperated single files

NLP Transformers FastAPI>
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Research

Time Series Forecasting - VNINDEX

📊 Multi-variate
🔮 Probabilistic

Models forecasting for vnindex

Time Series TFT Prophet PyTorch
🧠
Beta

Macro Economics Crawling Agent

⚙️ Auto HPO
📊 Tracking

Sharing technical document and resoures results as an input for other forecasting models

WebCrawl FeatureEngineering

Extent

OPther full-stack products that have been deployed

🔍
Production

Dat An Lanh Space

A Web Sys for P2P Real Estate Market

NLP Transformers FastAPI Redis