Machine Learning Data Science

EDUCATION

TECHNICAL SKILLS

PROJECTS

CERTIFICATIONS

CHU HOANG THIEN LONG

AI Engineer Intern

********@*****.*** 037******* Ho Chi Minh city

Industrial University of Ho Chi Minh city

**** - ****

Major: Control Engineering and Automation

Status: Paused university studies in the 3rd year due to financial hardship to support my family. Deep Learning Specialization English: Proficiency

Vietnamese: Native

Machine Learning Specialization

LANGUAGE

Data Science

Feature Engineering

Dimensionality Reduction

Data Visualization

Data Analytics

Cloud Architecture & MLOps

AWS Services

Docker/Kubernetes

Git/Github

Coding Languages & Libraries & Environments

Python

PyTorch, Keras, TensorFlow, Scikit-learn, NumPy,

FastAI, HuggingFace, OpenCV

Pandas, Scrapy, Matplotlib, PyPlot, Seaborn,

NLTK, Statsmodels

VS Code, Google Colab

AI & Deep Learning:

NLP: Transformers, Bert

Computer Vision: CNN, YOLO

Generative Models: Diffusion Models, GAN

LLM Fine-Tuning

Causal Inference

DeepNum - A Mini Deep Learning Framework

Developed a lightweight deep learning framework from scratch using NumPy.

Implemented core ML/DL concepts: Fully Connected Layers, CNN, Optimization techniques, Losses, Metrics, and Regularization techniques.

Showcased a deep understanding of deep learning fundamentals through custom model implementations.

ArchIntelligient - Generative AI

Develop a Generative AI model to assist architects in their workflow.

Web-scraped architectural data using Scrapy.

Automated data annotation using GPT API and CLIP model. Fine-tuned Stable Diffusion XL via LoRA and utilized ControlNet to generate images based on user sketches. Planning deployment on AWS and developing an interactive UI for user interaction.

PROFESSIONAL SUMMARY

A motivated and adaptable tech enthusiast with a solid foundation in data science, machine learning, and software development. Experienced in data preprocessing, model building, and developing efficient, data-driven solutions. Skilled in working with large datasets, building automation pipelines, and deploying scalable applications. Passionate about solving real-world problems through smart technology, whether in AI, analytics, or software systems. IBM Data Science Specialization

Data Structures and Algorithms

AI & Machine Learning, Data Science Bootcamp

Porfolio

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