AI & Machine Learning Services for Canadian 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 Canadian 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Canadian 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 Canadian 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 region rich in natural beauty and entrepreneurial spirit, Canadian, Victoria, Australia is the perfect setting for innovative businesses to flourish. At COLETEK, we're dedicated to helping these companies thrive by providing expertise in engineering and product development.

Established in 2001 as a multidisciplinary Australian company, COLETEK has built a reputation for reliability, collaboration, and capability. Our national presence allows us to support businesses across Canadian, Victoria, Australia, and throughout the country, helping them overcome complex challenges and achieve their goals.

In Canadian, Victoria, Australia, we've had the privilege of working with local businesses that share our passion for innovation. From concept to reality, we partner with our clients to develop tailored solutions that drive growth, improve efficiency, and enhance customer experience.

Coletek's expertise spans multiple disciplines, allowing us to approach projects from a holistic perspective. Whether you're looking to streamline operations, create new products or services, or overcome technical challenges, our engineers and product developers will work closely with your team to deliver the best possible outcomes.

We take pride in being based in Canadian, Victoria, Australia, which enables us to understand the unique needs of local businesses. Our proximity allows us to respond quickly to changing market conditions, ensuring that our clients receive prompt and effective support as they navigate the complexities of innovation.

At COLETEK, we're committed to helping businesses across Canadian, Victoria, Australia realize their full potential. If you're looking for a trusted partner to help you develop innovative products or services, drive technological advancements, or improve your operations, let's start building something remarkable together – in the heart of Canadian, Victoria, Australia.