Relevance to the Business:

• Leveraged my expertise in Computer Vision and Deep Learning to develop object detection algorithms using 3D cameras/sensors (3D Object Detection Algorithms). These advancements significantly enhance robustness, and capabilities of autonomous systems across wide ranges of applications and industries.

• Targeted applications could be

  • Self-driving Cars: my algorithms help autonomous cars understand theirs surroundings
  • Augmented Reality (AR) and Virtual Reality (VR): my algorithms facilitate the seamless integration of virtual objects into the physical world, elevating the user experience by providing realistic and immersive virtual environments.
  • Industrial Automation: my algorithms can help to inspect components, detect infects automatically.
  • Medical diagnosis: my algorithms can be used for tasks such as tumor detection and organ segmentation.

Accomplishments:

• Two publications about algorithms for 3D object detection.

Transferable Skills:

• Solid Understanding of Computer Vision and Deep Learning models, 3D object modelling.
• Skilled in Python and C++ programming; and utilization of tensorflow, Computer Vision

Responsibilities:

• Developed a prototype for 3D Object Detection systems, from conceptualization to implementation.