Nguyen Pham Dieu Hien

This page is dedicated to sharing my practical experience in machine learning model development and engineering and sharing datasets as an alternative resource for research purposes.

Featured Products

Production-grade machine learning systems and research implementations.

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Production

Fintel

⚡ 50ms latency
📈 99.9% uptime

Fintel is an internal Financial AI agent that helps business leaders and teams quickly understand company financial performance using natural-language prompts. It securely analyzes historical financial data from centralized data warehouses and private files, enforcing role-based access control (RBAC) to ensure data-level security and accuracy.

LLM Ops AI Agent
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Private

Time Series Forecasting - VNINDEX

📊 Multi-variate
🔮 Probabilistic

Models forecasting for vnindex

Time Series TFT Prophet PyTorch
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Private

Fincrawl

⚙️ Auto HPO
📊 Tracking

Fincrawl powers your forecasts with trusted Vietnamese macroeconomic data. It provides cleans, and structures financial data, delivering ready-to-use realtime datasets and documentation for analytics and prediction models.

WebCrawl FeatureEngineering
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Production

Dat An Lanh Space

A Web Sys for P2P Real Estate Market

NLP Transformers FastAPI Redis

Viet Dataverse

Technical resources and it's application on banking domain.

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Published

Machine Learning Mathematics

Needed foundation maths for models

Probability Linear Algebra Calculus Number Theory
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Published

ML Model Algorithms

Random Forest XGBoost Ensemble
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In Progress

ML Models Engineering

Data Engineering Spark Airflow Pipelines