Projects and Experience
Artificial Intelligence & Analytics Engineer
Full time artificial intelligence and analytics engineer consultant
View ProjectPlacement of IoT Microservices in Fog Computing Systems: A Comparison of Heuristics
This paper proposes heuristics for efficiently placing microservices on fog nodes to enhance IoT application performance. It aims to minimize response times and meet Service Level Agreements by processing data closer to the sources, addressing the complexity and heterogeneity of fog infrastructures.
View ProjectOvarian Cancer Survival Prediction
The project uses Graph Neural Networks on cancer patient data to enhance prediction precision by integrating multiple data sources with attention layers.
View ProjectMMR Driverless
As team leader, I coordinated the sensor system development for an autonomous vehicle, implemented the Stanley controller for trajectory tracking, and optimized skidpad performance for a formula student project.
View ProjectLocoBot
I fine-tuned Yolov5 on the Hagrid dataset to predict manual gestures for tracking and stopping, enhancing the robot's capabilities while retaining prior knowledge.
View ProjectAws Solution Architect
The course introduced cloud computing, teaching me to deploy and manage open-source applications on AWS with a focus on cost constraints and Quality of Service (QoS).
View ProjectCar Lo
I worked with two students on an IoT project using Arduino Uno, IMU, and GPS to improve driving styles and reduce CO2 emissions, with a demo app showing results.
View ProjectArtificial Intelligence Intern
AI Engineer intern, researching ways to adapt Visual Language Models for domain-specific data.
View Project