SONGHIENG VAN
Phnom Penh
Summary
.
Overview
1
1
year of professional experience
Work History
Computer Science
Jinan University， 暨南大学
- Experience in Front End: React and Vue for Building AI Interface.
- Experience in Back End: Django, Flask.
- Experience in Machine Learning: Build Mask Detection Project Using MobileNetV2.
- Experience in Data Mining: Collect Data from Ministry and Build Price Prediction of Cambodian Rice Prediction Using Five Different ML algorithms.
- Experience in Data Processing: Automating Routine Tasks with Python Scripting, Reducing Time Spent on Manual Processing Significantly.
- Experience in Image Processing: Build Hemorrhagic Brain Stroke Detection using Convocational Neutral Networks in Matlab.
- Experience in Machine learning: Conducted Thorough Testing of Models, Ensuring, Reliably and Performance Under Various Conditions on Facial Recognition With MTCNNs integrat with Anti-Spoof Detection Algorithms.
- Researched and Implemented Best Practice in Feature Engineering to Deal with High Dimensional Dataset and Found an Innovative Point of Electroencephalogram for Emotion Recognition.
Internship Student
Neusoft Group, 东软集团
2023.04 - 2023.07
- Reported back to instructor to receive day-to-day tasks and responsibilities by efficiently managing assigned tasks and meeting deadlines.
- Developed innovative AI solutions with Team for Vehicle Counter using OpenCV.
- Designed Machine Learning Systems and Self-running Artificial intelligence (AI) Doftware to Automate Classification Models on Emotional Recognition From Facial Expression.
Collaboration
Ministry Of Interior
2023.09 - 2024.03
- Designed and implemented robust AI Prototype by applying Deep Learning and Neural Network Architectures on Automatic Number Plate Recognition using YoloV8 with Wandb for MLOps.
- Doing Research on Traffic Light Management by Tracking the Traffic Number from ANPR and Fine-Tunning the Pretrain Model from COCO dataset.
Education
Bachelor of Science - Computer Science And Technology
Jinan University 暨南大学
Guangzhou, China06.2024
Chinese Language - Chinese Literature
Yangzhou Polytechnic College， 扬州职业大学
Yangzhou, China09.2020
Skills
- Agile Methodology
- Python
- Javascript
- C++
- Data Mining & Annotation
- Data Processing
- Feature Engineering
- Machine Learning
- Deep Learning
- Computer Vision
- MLOps: Wandb & MLflow
Languages
Chinese (Mandarin)
Elementary
A2
English
Upper intermediate
B2
Cambodian
Proficient
C2
Timeline
Collaboration
Ministry Of Interior
2023.09 - 2024.03
Internship Student
Neusoft Group, 东软集团
2023.04 - 2023.07
Computer Science
Jinan University， 暨南大学
Bachelor of Science - Computer Science And Technology
Jinan University 暨南大学
Chinese Language - Chinese Literature
Yangzhou Polytechnic College， 扬州职业大学
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