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Lê Đức Nguyên

AI Engineer

Third-year student majoring in IT

About Me

Driven by a passion for applied AI, I focus on Natural Language Processing (NLP) and Deep Learning with a practical "learning by building" mindset.

I take the most pride in developing an automated CV Ranking System to streamline recruitment. Following that, I integrated an AI Chatbot into the ClassPal ecosystem to automate workflows, alongside building an AI Saltwater Predictor. Currently, I am deep-diving into LLMs and AI Agents.

I am seeking an AI Engineer Internship to contribute skills and build impactful products.

Interests

  • Artificial Intelligence / NLP
  • Mobile Application (Flutter)
  • Backend System & Data

Education

Thuyloi University

Third-year student majoring in IT

GPA: 3.86/4.0

Academic Scholarship (4 semesters)
(4.0 GPA in 2 semesters)

Featured Projects

A selection of my recent work

Automated CV Ranking
Live

Automated CV Ranking

Automates resume scoring and ranking based on Job Description (JD) relevance utilizing advanced NLP techniques.

PythonChromaDBGLiNERGemini AI
ClassPal App
Live

ClassPal App

Empowers class monitors to manage events, tasks, and funds while keeping members updated. Features an AI Chatbot (via OpenRouter API) that automates the creation of events, tasks, and financial records.

FlutterFirebaseRiverpodOpenRouter API
Saltwater Intrusion Forecast

Saltwater Intrusion Forecast

Developed a Global Spatial-Temporal Model utilizing XGBoost/CatBoost. Innovated with Physics-Informed Preprocessing (Knudsen eq, Stochastic PMM-KNN) and advanced spatial-temporal feature engineering to overcome highly sparse data.

PythonPandasXGBoostCatBoostFastAPILeaflet.jsSupabase

Tech Stack

Technologies I use to build intelligent systems

LANGUAGES

Python
Python
Dart
Dart
JavaScript
JavaScript
MySQL
SQL

AI & DATA SCIENCE

pandas
Pandas
PyTorch
PyTorch
Google Gemini
Gemini AI
OpenRouter
OpenRouter

APP & WEB DEV

Flutter
Flutter
React
ReactJS
Next.js
Next.js
Firebase
Firebase

TOOLS

Git
Git
GitHub
GitHub
n8n
N8N
Google Colab
Google Colab

History & Milestones

Information Technology Student

2023 - Present

Thuy Loi University

Major in Information Technology.

  • Current GPA: 3.86/4.0
  • Won Academic Scholarship for 4 consecutive semesters (achieved 4.0 GPA in 2 semesters).

AI Research Student

10/2025 - 01/2026

Scientific Research Projects

Participated in researching and developing Machine Learning and AI models.

  • Developed predictive models using XGBoost and CatBoost with advanced data preprocessing for Saltwater Intrusion.
  • Researched NLP algorithms for automated CV Ranking.

Scientific Research Awards

2025 - 2026

Faculty & University Level

Recognized for outstanding scientific research projects.

  • First Prize (Faculty) & Third Prize (University) - AI Models for Mekong Delta Saltwater Intrusion Prediction (2025-2026)
  • Second Prize (Faculty) - NLP for Automated CV Screening and Ranking (2025-2026)

Mathematics Olympiad

2024 & 2025

University Level

Participated in the Student Mathematics Olympiad.

  • Third Prize (2024)
  • Third Prize (2025)

Professional Certifications

2024 - 2025

Online Platforms

Completed specialized courses to strengthen technical foundation.

  • Samsung AI Innovation

Eager to Learn. Ready to Build.

I am seeking an AI Engineer Internship to bridge the gap between academic theory and real-world application.While I am early in my journey, I bring a strong foundation, a relentless drive to learn, and the dedication to grow into a valuable team member under your mentorship.

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