With over three years of hands-on experience in Python development, I have a proven track record of building and optimizing robust applications. My project experience includes working with various libraries and frameworks, and I am adept at integrating with web services. I am a dedicated developer, passionate about writing clean, efficient, and maintainable code, and I am always eager to research new technologies to enhance my skills and contribute to future projects.

Programming Languages: Python, JavaScript/TypeScript, Java. 

Skills: 

• Web Development: FastAPI, ReactJS, JQuery, CSS3, Flask.

• Databases & Data:  PostgreSQL, MySQL, SQL Server, Numpy, Pandas, ORM libraries (SQL Alchemy)

• Cloud & Deployment: AWS, Azure, Docker,  

• Testing & Methodologies: Pytest, Unittest, Scrum, Object-oriented methodology, System Analysis and Design.

• Task Scheduling & API Development: Celery, Single Page Application (Web-based), RESTful Web API.  

Tools: Visual Studio, Visual Studio Code, Git, NPM, Yarn, Jira, Trello, Slack.

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Healthcare Application

Software Developer, Apr 2023 - Present

Project description 

• Voice Bot Assistance: Engineered a voice-activated bot to assist doctors and nurses with patient management and task organization, improving workflow efficiency and reducing administrative burden.

• Natural Language Processing (NLP) Application: Implemented an NLP application capable of autonomously generating clinical documentation, such as Diagnostic Assessment and Plan (DAP) notes and Progress notes, thereby minimizing manual input and potential errors.

• AI-Powered System: Created an intelligent chat platform that aids case managers in appointment scheduling. The system includes a predictive feature that assesses the likelihood of patient no-shows for upcoming appointments, enabling proactive measures to optimize resource allocation and enhance appointment adherence.

Responsibilities 

• Develop and train pre-trained NLP models: This involves designing and training deep learning models on large text datasets for specific NLP tasks.

• Utilize Azure AI Services for NLP functionalities: Leverage Azure AI features like Speech Transcription and Meeting Summarization to enhance the solution.

• Construct data pipelines with Azure Data Factory: Design and implement automated data pipelines using Azure Data Factory for efficient data processing and report generation.

• Implement core algorithms for automated clinical document generation: Develop the algorithms responsible for generating clinical documents based on extracted data.

• Maintain and support the solution: Implement a maintenance plan for continuous improvement, bug fixing, and assisting team members.

Technologies 

• Azure AI Services, Azure Data Factory, Azure Storage, OpenAI, Langchain, Prompt Engineering, Azure DevOps.

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Face Attendance – Internal use

Software Developer, Oct 2022 – Present

Project description 

• Working on a team of 3 members including 1 Team Leader and 2 AI Developers and 2 Web Developers.

• Face Attendance is a system that supports tracking attendance of the internal employee.

Responsibilities

• Research methods improve face recognition models.

• Setup and deploy code on the server.

• Implement testing methods for face recognition models.  

• Review code and develop the features.

Technologies

• PyTorch, Docker, Onnx, PostgreSQL

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ChatBot - Japanese

Software Developer, Apr 2022 – Oct 2022

Project description 

• Working on a team of 5 members including 1 Project Manager, 1 Team Leader, 2 AI Developers and 1 Manual QA.

• Building a Chatbot for Japanese clients using Amazon Lex Services, supports multiple platforms (MsTeams, RocketChat, Slack).

Responsibilities

• Make the technical proposal.

• Proposing methods for improving the performance of Chatbot.

• Implement support modules for the chatbot, like Japanese Tokenizer (SudachiPy, Juman++).  

• Implement retrain algorithm Amazon Lex model.  

• Write documents and daily reports for customers.

Technologies

• PyTorch, AWS Lex, AWS DynamoDB, AWS Lambda Function, S3 Bucket.

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Smart E-learning – Japanese

Software Developer, Nov 2021 – Oct 2022

Project description 

• Smart E-learning is a smart learning management system that allows targets like educational centers which can be customized according to personal positions such as Learners, Teachers or trainers, and Administrators.

• Working on a team of 10 members including 1 Project Manager, 1 Team Leader, 3 Developers and 5 QA.

Responsibilities

• Implement the algorithm to parse the exam file to components such as header, questions, answer and result, etc.  

• Support my colleagues implement the algorithm that auto checks and gets the score of the assignment of the students using YOLOv5.  

• Implement the algorithm that auto generates new exams from a database of parsed questions.

Technologies

• PyTorch, YOLOv5, FastAPI, OracleSql.

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ChatBot - Japanese

Software Developer, Dec 2021 – Apr 2022

Project description 

• Working on a team of 3 members including 1 Team Leader, 2 Developers.

• A Chatbot for internal employees using RASA Chatbot Framework, supporting multiple platforms (Odoo, RocketChat).

Responsibilities

• Make the technical proposal.

• Create a script for generating data for train Chabot (using Chattete).

• Proposing methods for testing and improving the performance of Chatbot.  

• Implement Vietnamese language model to Chatbot architecture.

• Write a dockerfile and deploy the chatbot on an EC2 instance.

Technologies

• PyTorch, RASA, Microsoft Bot Framework, AWS EC2

Microsoft Certified: Azure AI Engineer Associate

Issued Oct 2023

ID: 40CEC8DDAB217D4B

https://learn.microsoft.com/api/credentials/share/en-us/duyphongotrng-4676/40CEC8DDAB217D4B?sharingId=3A4E50E920AA648A

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Natural Language Processing Specialization

Issued Jan 2023

ID: 7LN7PMJFBYVY

https://www.coursera.org/account/accomplishments/specialization/certificate/7LN7PMJFBYVY

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Deep Learning Specialization

Issued Dec 2022

https://www.credly.com/badges/a79ca9ed-e448-43bc-ac61-e5c5530b142f

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The Deep Learning with Keras Workshop Packt  

Issued May 2020 - Expires May 2022

ID: 18363598

https://www.credential.net/6137e377-e102-479a-9b29-6c5d9a4d811d