I am hands-on software development and machine learning specialist with a GPA of 6.7/7 and recognition on the Dean’s List at Queensland University of Technology. Through experience in developing full-stack applications and conducting research in deep learning for medical image analysis, I am eager to apply my technical skills and innovative mindset to tackle challenging problems in the tech industry.
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Software EngineerGelomicsBrisbane, Qld, Au -
Software Developer (Stem, Roster Development)Qut (Queensland University Of Technology) Feb 2024 - PresentBrisbane, Queensland, AustraliaI am part of a dynamic team developing a full-stack application that enhances the Peer Learning Facilitator (PLF) program experience. Our collaborative effort is centered around leveraging ASP.NET Core and Entity Framework to build a comprehensive platform. We focus on streamlining roster signing and shift logging processes and maintaining data integrity with SQL Server. Through Bitbucket, we foster a seamless collaborative environment, contributing to a tool that has significantly improved efficiency and engagement for students involved in the PLF program. -
Sessional Academic (Tutor)Qut (Queensland University Of Technology) Jul 2024 - PresentBrisbane, Queensland, Australia• Applied in-depth knowledge of curriculum materials for CAB201 – Programming Principles to facilitate student learning. • Reviewed and graded assignments, providing support and guidance as needed. -
Peer Learning FacilitatorQut (Queensland University Of Technology) Feb 2024 - PresentBrisbane, Queensland, AustraliaAssisted and provided valuable STEM supports for students in areas of IT and Mathematics. -
Fos Marketing Student AmbassadorQut (Queensland University Of Technology) Jul 2024 - Aug 2024Brisbane, Queensland, AustraliaHanded out tickets to guests for physics and chemistry tours during QUT Open Day, ensuring adherence to safety standards by maintaining the lab's maximum capacity of 40 people. -
Vacation ResearcherArc Training Centre For Joint Biomechanics Nov 2023 - Feb 2024Brisbane, Queensland, AustraliaResearch topic: Deep learning for Enhanced Medical Image AnalysisSupervisor: Professor YuanTong Gu & Dr Laith Alzubaidi & Yubo Chen• Fine-tuned state-of-the-art deep learning models (VGG16, ResNet50, DenseNet121, InceptionNet, EfficientNet, Vision Transformer, Data-Efficient Image Transformer) specifically for image classification tasks in detecting bone fractures. • Integrated Gradient-weighted Class Activation Mapping (Grad-CAM) and Grad-CAM++ within PyTorch to enhance interpretability by providing visual explanations for model decisions, highlighting critical regions in input images.• Applied classical pre-processing techniques (CLAHE) and feature extraction methods (HOG, LBP), combined with dimensionality reduction techniques (Auto-Encoder), to enhance traditional machine learning models (SVM, KNN, Random Forest) and evaluate their precision and efficiency in medical image analysis for fracture detection.• Conducted a comprehensive comparative analysis of deep learning models versus classical machine learning techniques (SVM, KNN, Random Forest) in the context of medical image classification.• Outcome: Received the Best Abstract & Poster Award for the research. -
Mathematics TutorLe Hong Phong High School For The Gifted, Hcmc, Vietnam May 2021 - Sep 2021Ho Chi Minh City, Vietnam• Taught mathematics, with a focus on number theory topic, to students to prepare them for national competitions.• Prepared mock tests and marked students' exams, assessing and providing feedback on their performance.• Collaborated with former students and teachers to write and publish a book compiling a collection of past exams with solutions, professionally typeset in LaTeX.
Dennis Nguyen Education Details
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Computer Science & Computation And Simulation Science -
Pure Mathematics
Frequently Asked Questions about Dennis Nguyen
What company does Dennis Nguyen work for?
Dennis Nguyen works for Gelomics
What is Dennis Nguyen's role at the current company?
Dennis Nguyen's current role is Software Engineer.
What schools did Dennis Nguyen attend?
Dennis Nguyen attended Qut (Queensland University Of Technology), Le Hong Phong High School For The Gifted, Hcmc, Vietnam.
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Dennis Nguyen
2024 Mayor’S Student Ambassador @ Experience Gold Coast | Clinical/Medical Laboratory Science Medicine @Griffith University | Enthusiasm In Health-TechGold Coast -
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Dennis Nguyen
Cpeng Ner Mieaust Apec Intpe Rpeq, Mini-Mba | Project Management & Coordination | Design Engineer | Engineering Driven Sales | Shop Manufacturing Detailing | Precast Construction & BuildabilityMelbourne, Vic
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