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
Guangzhou China
04.2023 - 07.2023
- 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
Cambodia (Remote)
09.2023 - 03.2024
- 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
09.2023 - 03.2024
Internship Student
Neusoft Group, 东软集团
04.2023 - 07.2023
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