Yeftha Joshua Ezekiel

Logo

Hello, my name is Yeftha Joshua Ezekiel, Passionate in the field of AI.

View the Project on GitHub ArkZ10/Portfolio

Electrical Engineering Student/AI Enthusiast

Personal Skills:

Technical Skill Soft Skill Tools
C Problem Solving TensorFlow
C++ Critical Thinking OpenCV
Python Adaptability MySQL
HTML Communication Scikit-Learn
CSS Project Management Android Studio
Java Leadership GitHub
SQL English Intermediate Pandas
Git Teamwork ๐Ÿค Docker
Haskell Analytical Thinking ๐Ÿง  Tableau
Kotlin Creative Problem Solving ๐Ÿ’ก

Education

Experience

Aeronautics Workshop

Computer & Network Laboratory, Brawijaya University

NUS x Faculty of Engineering, Brawijaya University

Projects

DishDash: Smart Meal Planner App ๐Ÿฝ๏ธ

DishDash

DISHDASH, an innovative application for meal planning, addresses common challenges faced by students and the general public in Indonesia. It offers restaurant menu recommendations ๐Ÿฑ to promote healthy eating habits ๐Ÿ’ช, assist in making nutritious choices โณ, and manage budget constraints ๐Ÿ’ธ.

DishDash App

Flower Classification Model (End to End) ๐ŸŒธ

Flower Classification

Developed a machine learning model to classify flowers, comparing six different models. Achieved highest accuracy using transfer learning with InceptionV3 and LeakyReLU activation. Deployed on TensorFlow Lite (TFLite) for real-time mobile classification๐Ÿ“ฑ.

App Screenshot

NLP Model Using MLOps (End to End) ๐Ÿ“ฐ

Fake New Detection

Addressed the challenge of fake news detection, achieving Accuracy: 85.37% and AUC: 91.64%. Deployed on Lintasarta Cloudeka Server, supporting efforts to combat misinformation ๐Ÿšซ.

Server Screenshot

LSTM Model for Weather Forecasting โ˜€๏ธ

Weather Forecasting

Developed a time series forecasting model for predicting maximum temperatures in London. Combined CNN and LSTM layers, trained with Huber loss and SGD optimizer. Demonstrated practical applications in weather prediction ๐ŸŒฆ๏ธ.

Evaluation Screenshot