AI & Machine Learning Services for Vaughan Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Vaughan or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Vaughan services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Vaughan or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

As a business owner or decision-maker in Vaughan, Victoria, Australia, you understand the importance of collaborating with trusted partners to drive innovation and growth. COLETEK has been a stalwart fixture on the national stage since 2001, earning our reputation as a multidisciplinary Australian engineering and product development company that serves businesses across Vaughan, Victoria, Australia. Our commitment to reliability, collaboration, and capability sets us apart, making us the go-to partner for organizations seeking to refine their products and processes. With extensive experience in serving clients throughout Vaughan, Victoria, Australia and beyond, we've developed a deep understanding of the unique challenges faced by local businesses. By leveraging our expertise and innovative approach, we empower entrepreneurs and corporate leaders alike to overcome obstacles and seize opportunities. Whether you're looking to improve operational efficiency, introduce new products or services, or simply stay ahead of the competition, COLETEK is dedicated to supporting your ambitions every step of the way. At COLETEK, we take pride in our ability to work seamlessly with clients across various industries and sectors, from manufacturing to healthcare. Our team of talented engineers and product developers are equipped to tackle complex problems, leveraging their collective expertise to deliver bespoke solutions that drive tangible results. By placing your trust in COLETEK, you can be confident that your project is in capable hands – no matter where it takes you. As a trusted national player with a long history serving businesses across Vaughan, Victoria, Australia and throughout the country, we're poised to support your organization's growth goals. Whether you're seeking a partner for a specific project or a strategic ally for ongoing innovation, COLETEK is well-positioned to assist. We understand the distinct needs of the local business landscape in Vaughan, Victoria, Australia, and are committed to delivering exceptional results that exceed expectations.