Keras and Convolutional Neural Network Training
Trained a neural network using Keras with TensorFlow backend. Implemented backpropagation and gradient descent for optimization.
Linear AlgebraPythonBackpropagationGradient DescentTensorFlowKerasNumPy
Hi, my name is
Tien Le.
I study and research AI, Machine & Deep Learning, Computer Vision topics. While crafting beautiful things for the web.
Email: tienthedev@icloud.com
GitHub: tienthedev
Experience
Automation Technology Analyst @ Southwest Airlines
- Conducted comprehensive automation testing on incoming in-flight functionalities for Crew Scheduling System.
- Collaborated closely with business partners to define and incorporate requirements with FICO Blaze Advisor rulings into thousands of user stories, allowing consistent and accurate test results.
- Facilitated seamless migration to a new testing framework, streamlining testing processes and improving the team’s overall efficiency by 40%.
- Architected and implemented detailed user stories using Cucumber Gherkin and deployed automation test scripts to Docker Compose for certification testing, ensuring all requirements are met and ready for production.
Software Development Engineer @ General Motors Financial
- Conducted front-end unit testing for Mode by GM Financial, using Angular, C#, TypeScript, and .NET Maui, ensuring optimal performance with a high-volume cloud database and user base.
- Led a team of talented developers to build a cutting-edge, secured banking system, recognized as the winning application in an engineering department-hosted Hackathon.
- Collaborated closely with senior engineers and architects to learn and contribute ideas for implementations.
Featured Projects
Gradient Descent in Perceptrons and Neural Network Training
Computing the output of perceptrons and neural networks using gradient descent. Implemented in Python with NumPy.
Linear AlgebraPythonGradient DescentNumPy
Backpropagation in Neural Network Training
Implemented backpropagation algorithm for training neural networks. Utilized NumPy for matrix operations.
Linear AlgebraPythonBackpropagationNumPy
Iris Decision Tree Classification
Build, train, and evaluate a Decision Tree classifier with the Iris dataset. Visualize decision boundaries and make predictions on new data.
TensorFlowPythonDecisionTreeMachine LearningMatplotlib
Eigenface and Computer Vision
Implemented Eigenface algorithm for facial recognition using OpenCV and Python.
OpenCVPython
Full-Stack Hotel Booking App
Developed a responsive hotel booking platform with animated UI elements.
ReactNextJSTailwind CSSOpenAuthMongoDBSanityIO