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 forToronto 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 forToronto 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.

Elevate Your Business in Toronto, West Lake Macquarie: Partnering for Success

As the pulsating heart of New South Wales, Australia, Toronzo (Toronto) and West Lake Macquarie embody the perfect blend of charm and entrepreneurial spirit. This thriving region is characterized by its bustling commercial hubs, picturesque landscapes, and a strong sense of community – making it an ideal location for businesses to grow and thrive.

At COLETEK, we believe in harnessing our expertise to empower local enterprises like yours, leveraging our deep understanding of the Toronto, West Lake Macquarie landscape. As an Australian company with a national reach, we've cultivated strong relationships with business owners, entrepreneurs, and community leaders across this region, making us your trusted partner for all your needs.

With our steadfast commitment to delivering exceptional results, you can trust COLETEK to provide unwavering support as you navigate the ever-changing business landscape. Our team of industry specialists bring innovative solutions to the table, ensuring that your unique challenges are addressed with personalized attention and tailored advice.

In a region where authenticity and community values shine through, COLETEK is dedicated to fostering meaningful connections between local businesses, organizations, and individuals who share our passion for growth and progress. By choosing us as your partner, you'll gain access to a trusted network of experts, resources, and networking opportunities that can accelerate your success.

As a locally rooted company with a national perspective, we're uniquely positioned to understand the distinct needs, challenges, and aspirations of businesses in Toronto, West Lake Macquarie. Whether seeking guidance on market trends, industry-specific insights, or practical strategies for overcoming obstacles, you can depend on COLETEK's expertise and local presence to provide targeted solutions.

So why wait? Take the first step towards elevating your business in this vibrant region. As a testament to our commitment to local businesses like yours, we invite you to explore our comprehensive range of services – tailored to meet the specific needs and objectives of companies operating in Toronto, West Lake Macquarie. When ready, Contact Us today and start your journey towards success with COLETEK.