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I am a passionate and skilled developer and researcher with a strong background in machine learning, software development, and data management. I have experience leading projects in AI fairness, database design, and multimodal vision transformers, always aiming to improve performance and equity. My work spans academia and industry, where I have developed innovative solutions and contributed to efficient, secure systems. I enjoy integrating the latest technologies such as PyTorch, TensorFlow, and AWS with robust programming languages like Python, Java, and C++, enabling me to build scalable, high-quality applications. I am committed to continuous learning and development to tackle complex problems in healthcare, genomics, and software engineering.…I am a passionate and skilled developer and researcher with a strong background in machine learning, software development, and data management. I have experience leading projects in AI fairness, database design, and multimodal vision transformers, always aiming to improve performance and equity. My work spans academia and industry, where I have developed innovative solutions and contributed to efficient, secure systems. I enjoy integrating the latest technologies such as PyTorch, TensorFlow, and AWS with robust programming languages like Python, Java, and C++, enabling me to build scalable, high-quality applications. I am committed to continuous learning and development to tackle complex problems in healthcare, genomics, and software engineering.

Chentao Jin

Full Stack Developer, Developer, Programmer

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I am a passionate and skilled developer and researcher with a strong background in machine learning, software development, and data management. I have experience leading projects in AI fairness, database design, and multimodal vision transformers, always aiming to improve performance and equity. My work spans academia and industry, where I have developed innovative solutions and contributed to efficient, secure systems. I enjoy integrating the latest technologies such as PyTorch, TensorFlow, and AWS with robust programming languages like Python, Java, and C++, enabling me to build scalable, high-quality applications. I am committed to continuous learning and development to tackle complex problems in healthcare, genomics, and software engineering.…I am a passionate and skilled developer and researcher with a strong background in machine learning, software development, and data management. I have experience leading projects in AI fairness, database design, and multimodal vision transformers, always aiming to improve performance and equity. My work spans academia and industry, where I have developed innovative solutions and contributed to efficient, secure systems. I enjoy integrating the latest technologies such as PyTorch, TensorFlow, and AWS with robust programming languages like Python, Java, and C++, enabling me to build scalable, high-quality applications. I am committed to continuous learning and development to tackle complex problems in healthcare, genomics, and software engineering.

Available to hire

I am a passionate and skilled developer and researcher with a strong background in machine learning, software development, and data management. I have experience leading projects in AI fairness, database design, and multimodal vision transformers, always aiming to improve performance and equity. My work spans academia and industry, where I have developed innovative solutions and contributed to efficient, secure systems.

I enjoy integrating the latest technologies such as PyTorch, TensorFlow, and AWS with robust programming languages like Python, Java, and C++, enabling me to build scalable, high-quality applications. I am committed to continuous learning and development to tackle complex problems in healthcare, genomics, and software engineering.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Beginner

Work Experience

Machine Learning Research Assistant at Department of Electrical and Computer Engineering, University of Waterloo

August 1, 2025 - August 27, 2025

Led development of a fairness-aware skin cancer diagnosis classifier using a biased, imbalanced subset of the Fitzpatrick17K dataset. Improved AUC from 0.676 to 0.824 and reduced skin tone bias nearly to zero by upgrading a baseline CNN to a ViT-B/32 + BERT multimodal model. Generated structured lesion descriptions utilizing Gemini and MONET models, integrated various image encoders and text transformers using multiple fusion techniques, assessing performance-equity trade-offs in multimodal architectures.

Academic Modeling Language (Umple) Developer at University of Ottawa

April 1, 2024 - August 27, 2025

Implemented Python execution in a backend server running on Docker containers by modifying Docker files and mapping volumes. Developed the Umple compiler to support external Python execution and implemented execution functions in the Umple Online platform. Built, tested using JUnit and Ruby, and deployed the program using CI/CD tools such as Apache Ant, Jenkins, and AppVeyor to accelerate the DevOps lifecycle.

Full Stack Developer (internship) at Keyman Tech

August 1, 2022 - August 27, 2025

Designed and built a database and data management system using PostgreSQL and MongoDB for an employee management platform. Implemented security measures (Row Level Security) for secure data access with varying user privileges, handled slowly changing data issues by adding type-2 valid-time attributes, and created periodic aggregates for query optimization. Developed and tested RESTful APIs using Node.js for microservices, implemented authentication mechanisms for secure data retrieval and reliable business operations.