C# / C++ Developer

Introduction:

The candidate has over 7 years of experience in developing AI solutions using computer vision and machine learning. They have worked extensively with vision-based applications, handling large datasets and solving problems using vision cameras. Their expertise includes deploying ML models on edge devices and optimizing software for real-time performance. They have experience in robotic perception, motion tracking, and object segmentation for mobile robots. They have contributed to automation solutions for industries such as food processing, healthcare, and agriculture. They have led software development for complex robotic systems, including ROS2-based architectures. Their research background includes sensor selection, motion planning, and real-world implementation of AI-driven automation. They have published in reputed journals and conferences like ICRA, IROS, and JFR. They have strong programming skills in Python and C++, with expertise in GPU programming and CI/CD pipelines. Their passion lies in intelligent automation, leveraging AI for real-world industrial applications.

Responsibilities:

• Designed and implemented AI-driven vision solutions for robotic perception.
• Developed motion tracking and object segmentation algorithms for mobile robots.
• Optimized ML models for deployment on edge devices like Intel VPU and Google Coral.
• Led software development and maintenance for large-scale robotic systems.
• Maintained and deployed ROS2-based architectures for industrial automation.
• Analyzed large datasets for object detection and hotspot identification.
• Designed perception and navigation systems for safe robot movement in dynamic environments.
• Conducted research on AI applications in agricultural automation and robotics.
• Integrated deep learning models for real-time processing and decision-making.
• Deployed and tested robotic software in both simulation and real-world environments.
• Published research in reputed journals and conferences on AI and robotics.