Experience

Toshiba Software Development Vietnam

• Vietnam
• IT Services and IT Consulting
• 1 - 100 Employee

• AI Engineer

  • Nov 2021 - Present

  - Project Leader/ Technical Leader - Build & Deploy Recommendation system based on Recruitment data + Language: Japanese text + Natural Language Processing (BERT, Sentence Transformer... ) + Information Retrieval, Semantic Search, Pseudo labelling, Text Data Augmentation technics - Transportation Sensor Data Analysis, Visualization... - Project Leader/ Technical Leader - Build & Deploy Recommendation system based on Recruitment data + Language: Japanese text + Natural Language Processing (BERT, Sentence Transformer... ) + Information Retrieval, Semantic Search, Pseudo labelling, Text Data Augmentation technics - Transportation Sensor Data Analysis, Visualization...



FPT Software

• Vietnam
• IT Services and IT Consulting
• 700 & Above Employee

• Data Analyst

  • Mar 2020 - Nov 2021

  • Data Analysis, EDA, Optimization + Feature engineering + Tuning model parameters + Analyze model performance + Write reports and present to customer + Training for fresher • Data Analysis, EDA, Optimization + Feature engineering + Tuning model parameters + Analyze model performance + Write reports and present to customer + Training for fresher



FPT Japan

• Japan
• IT Services and IT Consulting
• 300 - 400 Employee

• Data Analysis, Machine Learning Engineer, Optimization

  • Aug 2018 - Mar 2020

  Data analysis from various domain: • Warehouse data + Preprocess warehouse picking history data, optimize location of items using Local Search, Simulated Annealing algorithms... + Build item's volume prediction model (tree-base model , ARIMA, SARIMAX model...) • Pharmacy data + Find insights in prescription data of patients + Classify drugs into groups base on seasonal property or statistical features of time series data + Build prediction model based on each type of classified group + Inventory Optimization • GPS data from public transport + Find insights in moving pattern of taxi in each area by GPS data visualization + Implement method to detect imbalance between supply-demand of each area by statistical method Show less