Dafa Faris Muhammad

- Developed from the ground up a web-based 2D & 3D professional creative editing software, bundled with AI-based tools using Angular & Three.js. - Built tools to accelerate assets testing & management by more than 5x using Node.js & React.js. - Optimized the app for 2.5x faster render time and fixed a major memory leak issue. - The owner or main author of 70% of all new features across 3 apps, - Managed more than 300 tickets in Jira to document & delegate tasks efficiently with Agile methodology.

- Founding engineer of the “Thea” project, an AI-based wellness time-tracker web app (Electron), utilizing computer vision to analyze various parameters during work sessions with 70-80% accuracy on classification results. - Implemented AI using Python & TensorFlow on the Django REST back-end server to handle AI & computer vision tasks from multiple clients concurrently. - Optimized server load by implementing lightweight AI using TensorFlow.js on the client-side.

Grade: 1.1 (German grading system) Master Thesis: Assistive Robot Dog - Implement grabbing capabilities to a quadruped Go1 robot, with an astounding 87% success grabbing rate. Semi-automatic with navigation & 2-steps user interface process.

Grade: 3.50/4.00 Honors: cum laude Bachelor Thesis: Behavior Detection Security System - A security system to capture suspicious behaviors an area. Based on pose estimation on top of LSTM to recognize several different gestures. Activities: - Robotics Unit, KRPAI Team - Head of Electrical Department. (1 year) - Informatics Lab - Assistant. (6 months) - Workshop HME - Member. (2 years) *KRPAI = Firefighting Legged-Robot Competition. **HME = Electrical Student Association.