Duc, Phan Van Hoai Email & Phone Number

Ho Chi Minh City, Vietnam

Ho Chi Minh City, Vietnam

Ho Chi Minh City, Vietnam

• Optimize CICD pipelines for all major internal repositories, which reduces execution time of testing and deployment pipelines by more than 3 times.
• Propose and implement a product feature to collect data for crop monitoring. This feature helps the research team and client to monitor and analyze the crop development.
• Participate in product strategy planning with the CEO and managers to improve internal processes, prioritize and propose new items for the feature roadmap.

Ho Chi Minh City, Vietnam

• Propose and lead research topic: Serving machine learning pipeline in production. Collaborate with Software Engineer department to design and implement a serving system. Improve throughput by more than 2 times and.
• Join Customizable Flax project: Develop and transform monolithic machine learning pipelines into micro-service pipelines using Kubeflow and Google Cloud Services. Provide a customizable and easy-to-use solution for.
• One of a few main developers of internal Machine Learning libraries. Implement new features and ensure code health for libraries used in production.
• Work with SE, QA, TL, PM, DM to develop and deliver Flax Scanner Product for large Japanese companies: Sumitomo Mitsui Trust Bank, Komatsu, Daikin.
• Propose and lead research topic: Multi-orientation OCR. Deliver highly accurate multi-orientation OCR model without real vertical text images. The model has been used in client projects.
• Propose and lead research topic: End-to-End text detection and recognition. Design and implement an end-to-end model for sharing feature extraction layers. The model is faster and has a slightly better result than.

Ho Chi Minh City, Vietnam

Extract important information from unstructured document images:- Text-line segmentation.- OCR: CNN + RNN/Transformer + CTC/Attention.- Node Classification with GNN.