As most are aware, AI (artificial intelligence) is a field that is exploding with innovation. According to Forbes, forecasts suggest an optimistic outlook for the AI industry, with its market size set to escalate to $407 billion by 2027 from $86.9 billion in 2022. AI’s vast influence is underscored by its anticipated 21% contribution to the US GDP by 2030. This technological revolution is also evident in the automotive sector, predicting one in every ten cars to be autonomous by 2030. And businesses are recognizing AI’s prowess, with 64% anticipating it to augment productivity.
However, while technology like ChatGPT sees rapid adoption, with 1 million users in just five days, public trust remains a concern—over 75% of consumers fear AI-driven misinformation. As AI and ML (machine learning) become more widespread, the industry depends on notable individuals to help guide this breakthrough technology in the right direction.
One such prominent figure is Sandeep Singh, the renowned Deep Learning Researcher and Head of Applied AI/Computer Vision at Beans.ai.
Singh’s illustrious journey in the tech domain spans nearly two decades. An alumnus of Georgia Tech, where he specialized in Machine Learning, he has consistently been at the forefront of technological innovations, earning acclaim for his profound contributions to the realm of AI, especially in satellite imagery applications.
Singh has developed deep learning models for parking detection in satellite images on a very large scale. The models are based on convolutional neural networks (CNNs), a type of deep learning algorithm adept at identifying patterns in images. He trained the models on a massive dataset of satellite images that include both parking lots and non-parking lots. This dataset was sourced from various platforms, including Google Maps, OpenStreetMap, and aerial imagery.
The gravity of his work is evident through Beans.ai’s pioneering endeavors. The company is a major disruptor in the logistics sector, and leverages advanced geospatial data and ML to optimize intricate delivery routes. This means shaving off critical minutes from delivery times, especially in densely-populated areas. Today, thanks to Sandeep’s innovations, an impressive 5% of all US packages are assisted via their software.
Singh’s technical prowess is combined with a genuine passion for making deep learning accessible to the masses. “I’m a firm believer in the democratization of technology,” he shares. “Success in the AI era is about using technology to solve real-world problems.”
Singh’s dedication to this mission has been evident throughout his career. During his tenure as a Technical Mentor at DeepLearning.AI, he guided aspiring AI enthusiasts, empowering them with the skills and knowledge they needed to delve into the exciting world of deep learning.
However, it’s not just in mentorship where Singh shines. He is a familiar face at global tech summits, with notable appearances at the Silicon Valley Ethics panel Discussion and Generative AI Hack Sessions. His credentials are further amplified by the coveted title of “Top 5 Generative AI Scientists” that he was awarded in Bangalore, India.
Singh is a regular contributor to Medium, where he discusses subjects such as language models, AI ethics, neural networks, and much more. His expansive digital footprint bears witness to his unyielding commitment to AI, ML, and Computer Vision. While he’s certainly a lauded academic, he’s also a visionary who recognizes the vast potential these technologies hold.
He’s also a driven entrepreneur with a keen mind for business. “Machine learning isn’t just a tool in the entrepreneur’s toolkit; it’s a mindset,” Singh states. “Embracing the iterative learning process, adapting to new patterns, and making data-driven decisions symbolize the agile approach that turns great ideas into groundbreaking enterprises.”
In the next five years, Singh intends to guide Beans.ai into becoming the gold standard for Delivery Instructions in the logistics industry. Major companies like FedEx, Uber, and Doordash are already optimizing their deliveries through Beans.ai’s solutions, driven by the AI innovation Sandeep brings to the table.
“I have aspirations beyond corporate growth,” Singh adds. “AI and ML tech is reshaping the industry. So I’m looking to increase my digital presence across social platforms and further my engagement with tech enthusiasts and professionals. The world is changing so rapidly that sharing information is key. To prepare for tomorrow, we have to collaborate today.”
Sandeep Singh is Head of Applied AI/Computer Vision (Chief Data Scientist) at Beans.ai. He is an expert in AI, ML, deep learning, and computer vision and has spent 18 years in software development. He participates in mentoring programs via communities such as deeplearning.ai, Full Stack Deep Learning, and more.
Learn more: https://www.beans.ai/