Curriculum Vitae - AI Engineer
Education
- AICamp, in FPT Software AI Valley, Quy Nhon City, Vietnam, 2022
- B.S. in Biomedical Engineering, International University - Vietnam National University, 2023
Professional summary
- Understanding of Machine Learning and Deep Learning.
- Domain Expertise in the field of Computer Vision in Medical Industry.
- Understand and experience the pipeline of AI production.
- Cooperative and able to perform within a team-oriented atmosphere.
- Good English communication.
Work experience
Sep 2022 - present: AI Engineer
- FPT Software
- Duties included: Research and build pipeline AI project
- Skills: Research, review code, communication
- Technologies: Pytorch, Flask API, Docker, AWS
July 2021 - April 2023: Machine Learning Intern & Part-time
- A2DS (AI-Associated Diagnosis System)
- Duties included:
- Maintaining the dry eye disease project of A2DS
- Grasp the end-to-end data collection and processing to web applications for end-users (hospitals)
- Skills: Research, review code, communication
- Technologies: Pytorch, Flask API, Postman, Docker, Google Cloud Platform
Skills
| Skill | Experience | Last used | Description |
|---|---|---|---|
| Artificial Intelligence | ------------ | ----------- | ------------------------------------ |
| Feature Engineering | 1 year | 2023 | Tabular, Text |
| Computer Vision | 1 year | 2023 | YOLO, Detectron2 |
| Natural Language Processing | 6 months | 2023 | Bert, Attention Mechanism, ChatGPT |
| Frameworks | ------------ | ----------- | ------------------------------------ |
| Pytorch | 1 year | 2022 | |
| Tensorflow/Keras | 3 months | 2021 | Tensorflow 2.0 |
| Web Development | ------------ | ---------- | ----------------------------------- |
| FastAPI | 6 months | 2023 | |
| Flask | 6 months | 2023 | |
| Programming Language | ------------ | ----------- | ------------------------------------ |
| Python | 2 years | 2023 | |
| C++ | 6 months | 2021 | |
| SQL | 1 year | 2023 | |
| Others | ------------ | ----------- | ------------------------------------ |
| Git | 1.5 years | 2023 | Github, Gitlab, Github Action |
| Docker | 1.5 years | 2023 | Docker compose |
| Amazon Web Service | 6 months | 2023 | EC2, S3, Lambda, Sagemaker |
| Microsoft Azure | 6 months | 2023 | Virtual Machine, Azure OpenAI |
| Google Cloud Platform | 3 months | 2021 | Google Cloud Computing |
Projects
- [Published: October, 2023] Machine Learning in production
- [Published: May, 2023] AI Chatbot
- [Published: December, 2022] Anomaly Detection in Industry Manufacturing
CV PDF format: PDF