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Meet Swaroop Kaggere Shivamurthy from Ireland, a visionary entrepreneur and AI expert with over 14 years of experience in transforming machine learning and computer vision technologies. As the CEO and Founder of ProBVision, Swaroop has dedicated his career to developing innovative AI solutions that enhance human lives. His work spans from edge AI cameras to medical sensors, earning him recognition with 27+ patents in the field.
A Visionary Mind: The Early Days of Swaroop Kaggere Shivamurthy
Born with a penchant for technology and innovation, Swaroop Kaggere Shivamurthy’s journey in the tech industry began in the vibrant town of Bangalore, Karnataka. From a young age, Swaroop exhibited a natural curiosity for how things worked, often tinkering with gadgets and exploring the realms of science and technology. This early fascination set the foundation for what would become a remarkable career in AI, machine learning, and computer vision.
Swaroop pursued his undergraduate studies at the esteemed Visvesvaraya Technological University, where he earned his Bachelor of Technology (BTech) in Telecommunication Engineering. His time at the university was marked by a deep dive into the world of electronics and communication, where he honed his skills in the foundational aspects of technology. The rigorous curriculum, coupled with his insatiable curiosity, equipped him with the technical prowess to explore advanced topics in embedded systems and algorithms.
Crafting the Future: The Leap into Professional Life
After completing his BTech in 2008, Swaroop embarked on his professional journey with Tata Elxsi, a company known for its cutting-edge work in embedded systems and video processing solutions. Here, Swaroop served as a Senior Software Engineer, playing a pivotal role in the development and optimization of the H.264 codec framework. His work involved implementing critical features such as motion estimation and intra prediction, which laid the groundwork for scalable and efficient video encoding technologies. This role marked his entry into the world of algorithm development and embedded systems, areas that would continue to define his career.
“Technology is not just about solving problems; it’s about creating opportunities to innovate and push boundaries.”
Expanding Horizons: The Pursuit of Advanced Knowledge
Swaroop’s desire to deepen his expertise led him to pursue a Master of Science (MS) in Embedded System Design from the Manipal Academy of Higher Education between 2010 and 2012. During this period, he delved into advanced concepts in embedded systems, further refining his understanding of how to design and implement efficient, scalable systems. This academic pursuit was not just a stepping stone but a springboard that propelled him into more complex and impactful projects in his career.
Innovating at the Forefront: The NXP Software Era
Post-graduation, Swaroop joined NXP Software in Bangalore as a Software Engineer, where he continued to push the envelope in video processing and embedded systems. His work at NXP involved the implementation of Main profile tools for H.264 encoders and the introduction of innovative features such as video pan and zooming functionality for media player products. Swaroop also played a crucial role in optimizing the MPEG-4 decoder for ARM Cortex platforms, enhancing efficiency by reducing decoding time by 10-15%. This phase of his career further solidified his reputation as a skilled engineer capable of both innovation and optimization.
“Every challenge in technology is an invitation to innovate. It’s about finding a better way, a smarter solution.”
Rising to Leadership: A Tenure at Valeo
In 2013, Swaroop’s journey took him to Ireland, where he joined Valeo as a Computer Vision DSP Engineer. Over the next six years, Swaroop would rise through the ranks, taking on roles of increasing responsibility and influence. His work at Valeo was characterized by a series of groundbreaking achievements in computer vision and machine learning.
As a Computer Vision Research Engineer, Swaroop focused on developing embedded optimal road segmentation algorithms, which would prove vital for autonomous driving technologies. His innovations included a novel semantic segmentation algorithm known as CARS, which significantly improved the robustness and speed of road segmentation. This algorithm was 40 times faster than previous methods and reduced false positives in 3D object detection by over 70%, earning applications in major automotive projects with Ford and GM.
Swaroop’s leadership qualities came to the fore as he took on the role of Computer Vision Research Lead and Functional Owner at Valeo. Here, he led projects through the entire software development lifecycle, from feasibility studies to real-time vehicle testing. His work in developing algorithms for tow ball and trailer yaw angle identification achieved an accuracy rate exceeding 95%, demonstrating his ability to drive innovation from concept to deployment.
“Leadership in technology means more than just guiding teams; it’s about inspiring innovation and turning ideas into impactful solutions.”
Entrepreneurial Spirit: The Birth of ProBVision
After a successful tenure at Valeo, Swaroop was ready to take on a new challenge. In 2020, he founded ProBVision, an AI-focused company with a mission to significantly improve human lives through advanced artificial intelligence technologies. As the CEO and Founder, Swaroop led ProBVision in developing state-of-the-art AI data analytics technology, built on proprietary computer vision and deep learning systems.
ProBVision’s first product, Safe Scan, garnered significant attention and was recognized and funded by New Frontiers Ireland. Under Swaroop’s leadership, the company participated in an entrepreneurship program, where they refined their business plan and built a stable product tailored to the needs of early adopters. Swaroop’s vision for ProBVision is to create technology solutions that can see, learn, and contribute based on real-world data, making AI accessible and impactful across various industries.
Innovating During a Global Crisis: A Response to COVID-19
During the early days of the COVID-19 pandemic, Swaroop once again demonstrated his innovative spirit by developing a low-cost thermal screening application for detecting individuals with elevated body temperatures. This application was capable of tracking each person individually and extracting valuable analytics data, such as mask compliance and social distancing breaches. His work during this period not only addressed a critical need but also showcased his ability to rapidly prototype and deploy solutions in response to emergent global challenges.
Looking Forward: The Path Ahead
Swaroop Kaggere Shivamurthy’s career is a testament to the power of innovation, leadership, and a relentless pursuit of excellence. With over 27 patents to his name and a wealth of experience in AI, machine learning, and computer vision, Swaroop continues to push the boundaries of what is possible. His work at ProBVision is just the latest chapter in a career that has consistently been at the cutting edge of technology.
As Swaroop looks to the future, his focus remains on creating AI technologies that not only solve problems but also create opportunities to enhance human life. Whether through the development of new products, the exploration of novel algorithms, or the mentoring of the next generation of engineers, Swaroop’s impact on the tech industry is far from over.
Leadership Lessons
- Innovate Continuously: Always seek new ways to push boundaries.
- Lead by Example: Set the standard through your actions.
- Adapt Quickly: Be flexible in the face of change.
- Think Long-Term: Focus on the bigger picture to guide success.
- Empower Your Team: Support and invest in your team’s growth.
Editorial Note
Swaroop Kaggere Shivamurthy’s journey is a testament to the power of innovation, leadership, and a relentless pursuit of excellence. His contributions to AI and technology are truly inspiring. We invite other executives to share their unique stories and insights at Executives Diary. Join us at executivesdiary.com/blog/submit-biography — it’s free of cost and a great way to inspire others.
