Hi there, My name is Bao Nhi, I’m a final year student in Information Technology at RMIT university Vietnam. I’m accountable, hard-working and aim to make something bigger than me. I am highly interested in AI application in education and biomedical engineering. Currently, I have been researching and learning many courses related to deep learning, applying machine learning algorithms in education and healthcare medical applications, which make me even more want to develop deeper understanding about these areas.
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Using deep learning for self-regulated learning
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More practical projects are available on my Github, please feel free to take a look.
In this work, a machine learning model must be implemented to aid in the detection of colorectal cancerous cells and the differentiation of cell types in colon cancer. There are two major tasks that need to be delivered:
- Task 1: Cancerous Classification
- Task 2: Cell Types Classification I have reconstructed 5 CNN architectures to be customized to the model and perform 2 tasks with further detail analysis on each architecture to see if it is good to solve the problem
- Supervised Machine Learning methods: XGBoost, LightGBM, CatsBoost
- CNN architectures: AlexNet, VGG-16, ResNet-50, Xception, RCCNet
- Language used:
- Machine Learning Methods and Preprocessing Technique
- Decision Tree
- Random Forest
- Logistic Regression
- SMOTE + Random Under Sampling
- Language used:
- Language used:
- My responsibilities
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Supporting the technical customer support team to investigate the error and solve customer application's technical issue.
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Conduct testing on current product including SalesForces, web application and mobile application to verify the error.
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Finding solution to the issue from client. Working with the developer team to fix bug if any.
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Communicate with client to make sure that the support team is fully understand the issue and deliver the expected outcome for the client.
- My responsibilities
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Conducting unit test on ready-to-release function and feature.
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Writing test case for features in Salesforce platform.
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Evaluating test cases based on company customised framework.
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Writing weekly report for all test cases executed in the week including pass, fail and must-be-review test cases.
• I had experience working as an assistant for Women Meet Tech - a project that encourages girls/women to engage more in Technology.
