Engineer Fresher Computer Vision

Nguyen Minh Hung - AI Engineer Email: ******************@*****.***

Portfolio: https://hungnguyen2611.github.io/ Mobile: 090******* Github: github.com/hungnguyen2611

Education

Ho Chi Minh University of Technology Ho Chi Minh City, VietNam Computer Science; Overall GPA: 8.45, Introduction to AI: 10.0, Calculus 2: 9.0 August 2019 - Present Courses: Data Structures & Algorithms, Introduction to Artificial Intelligence, Machine Learning, Computer Vision, Operating Systems, Databases, Computer Architectures

Skills Summary

• Languages: Python, C/C++

• Areas: Deep learning, Computer Vision (major), Data Science & Statistics, Reinforcement Learning, NLP, Data Mining, Data Structures, Software Engineering & Design, Object Oriented Programming, Database

• Frameworks: Tensorflow, Keras, Pytorch, Scikit, Pandas, Matplotlib, OpenCV, Flask

• Tools: GIT, Google Colab, Docker, SQL Server

• Platforms: Linux(Ubuntu), Windows

Objective

Working with AI experts to gain experience and knowledge.

Working and take part in the full process development of AI products.

Working in a professional environment.

Working Experience

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Emage Development Outsource

AI Engineer Fresher June 2022 - Sep 2022

Surface-defect detection & segmentation:

Do research to improve the model performance.

Multi-label classification:

Transfer learning and fine-tune model for a given task. Projects

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Smart Door System

https:// github.com/ hungnguyen2611/ SmartDoor December 2021

Face Detection: MTCNN

Using pre-trained Facenet to get face embedding vectors.

Storing high dimensional image embedding vectors to better retrieval and compare based on cosine distance.

Create a Kotlin small application to manage user profiles, history.

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Gender Classification from scratch

https:// github.com/ hungnguyen2611/Gender-Classification July 2021

Building simple feed-forward neural network from scratch. Certification

• IELTS Academic 6.5

• Deep Learning Specialization - Coursera

Offer by DeepLearning.AI

• Machine Learning Specialization - Coursera

Offer by Stanford University

Honors and Awards

• BK Innovation Top 30 - 2022

CCTV camera system using object detection to detect weapons and thieves.

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