Machine Learning Engineer

Tran Hoang Anh Khoa

****************.***@*****.*** +84-866****** https://www.linkedin.com/in/KhoaTranSGU/ SUMMARY

Machine Learning Engineer with more than three years of experience in computer vision, data analysis, and automation. Applying for AI Engineer position opportunities to cultivate extensive research expertise. Technical Skills:

• Analysis: Literature Review, Data Preparation, Descriptive & Inferential Statistics, Data Visualization.

• Programming Languages: Python, Matlab, R, C#, C++, Java, SQL.

• Frameworks & Tools: TensorFlow, PyTorch, Docker, Kubeflow, Tableau, Power BI, Apache Spark.

• Specializations: Pattern Recognition, Image Processing, Data and Quantitative Analysis, Predictive Modeling, Machine Learning Algorithms, Clustering Models, Predictive Modeling, Data Structures. Soft Skills:

• Adaptability, Communication, Critical Thinking, Leadership, Growth Mindset. Languages:

• Vietnamese (Native), English (Fluent).

EXPERIENCE

Research

IC & IP Lab - Sai Gon University June 2022 - Present

• Investigate the Capabilities of Emotion Recognition Using EEG, ECG Signals, and Voice Data for Human Physiological Information Analysis.

• Utilize MobileNet V2 and ResNet-50 models for liveness detection with and without masks to improve the performance of secure systems.

• Develop an LLM-powered healthcare chatbot with a knowledge vector database, utilizing RAG for improved information retrieval, deploying with Docker and Rest API.

• Develop a breast cancer detection model using Transformer models with image processing techniques to improve diagnostic accuracy and efficiency.

• Develop an algorithm and application for stitching panoramic images from ultrasound images to evaluate symptoms of Sarcopenia in collaboration with the Department of Radiology & Diagnostic Imaging in the Faculty of Medicine & Dentistry at the University of Alberta. Research Interest: Pattern Recognition, Biomedical Image Processing, Quantum Computing, Large Language Model.

Machine Learning Engineer

ISODS - The International Society of Data Scientists January 2023 - January 2024

• Leverage the pre-trained Vision Transformer, VGG16, and ResNet-50 models for the facial beauty prediction problem to evaluate the performance of Vision Transformer compared to previous models in computer vision. Publication: https://elib.vku.udn.vn/handle/123456789/2701

• Developed an anti-face spoofing surveillance system (WebRTC) capable of real-time video analysis, effectively supporting and monitoring more than 200 attendees at the same time. Teaching Assistant

Sai Gon University October 2020 - June 2021

• Provided instructional assistance and guidance to students in C++ programming, resulting in improved academic performance.

EDUCATION

Bachelor of Engineering in Information Technology October 2020 - January 2025 Minor in Software Engineering • Sai Gon University University-level Student Research: “Segmentation and evaluation of breast cancer on mammograms using Transformer model” – Good.

Thesis on: “Deep Learning-Based Detection of AI-Generated Synthetic Faces” – Good.

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