AI & Machine Learning Services for Toronto 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 Toronto 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 Toronto 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 Toronto 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 the business landscape evolves in Toronto, New South Wales, Australia, it's essential for local companies to stay ahead of the curve. At COLETEK, we're committed to supporting businesses like yours across Toronto and beyond to achieve their goals. With over 20 years of experience as a multidisciplinary Australian engineering and product development company, our reputation speaks volumes about our capability to deliver innovative solutions. As a trusted national partner for many successful organizations, we've earned a strong track record of reliability, collaboration, and expertise. Our team has the depth and breadth of knowledge to tackle even the most complex projects, ensuring your business stays competitive in an ever-changing market. Whether you're seeking tailored engineering, product development, or innovative problem-solving, COLETEK is well-positioned to provide the level of support Toronto businesses require. With our hub located in Toronto, New South Wales, Australia, we're uniquely positioned to serve local companies across a range of industries and sectors. From manufacturing and logistics to healthcare and technology, our capabilities are designed to be versatile and adaptable, allowing us to respond effectively to changing market conditions. As your partner in innovation, we'll work closely with you to understand your unique challenges and develop customized strategies to drive growth and success. At COLETEK, we're passionate about empowering local businesses in Toronto, New South Wales, Australia, by combining our expertise with cutting-edge technology and collaborative spirit. We take pride in being a trusted partner for businesses throughout the region, offering a single-source solution for all their engineering and product development needs. By working together, we can create remarkable results that leave a lasting impact on the local economy.