AI & Machine Learning Services for Harrow 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 Harrow 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 Harrow 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 Harrow 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 trusted and innovative engineering and product development company established in 2001, COLETEK has built a reputation for delivering reliable solutions that exceed expectations. Based in Harrow, Victoria, Australia, we're committed to supporting local businesses like yours, serving the entire region and beyond. With our multidisciplinary expertise and collaborative approach, you can rest assured that your project is in good hands. We've honed our skills through years of working with clients across various industries, from manufacturing to healthcare, and everything in between. Our team's passion for engineering and innovative thinking has earned us a national reputation for delivering high-quality products and services. COLETEK's extensive experience and capabilities enable us to tackle complex projects that require creativity, problem-solving, and attention to detail. Whether you're looking to develop new products, optimize processes, or overcome engineering challenges, we're here to help. Our local presence in Harrow, Victoria, Australia allows us to work closely with businesses in the area, understanding their unique needs and circumstances. As a business owner or decision-maker in Harrow, Victoria, Australia, you deserve a trusted partner that can provide personalized support and guidance. At COLETEK, we're dedicated to building strong relationships with our clients, working collaboratively to achieve shared goals. Our expertise encompasses various aspects of engineering and product development, ensuring we're well-equipped to tackle your project's unique requirements. When partnering with us, you can expect a reliable and efficient delivery process that minimizes disruptions to your operations. Our team is committed to transparency, keeping you informed throughout the project lifecycle about progress, timelines, and any changes or challenges that may arise. You'll appreciate our commitment to customer satisfaction, ensuring your experience with COLETEK is a positive one. If you're looking for an engineering partner that understands Harrow, Victoria, Australia's unique needs and challenges, look no further than COLETEK. Our team is here to support local businesses like yours, helping you achieve your goals and drive growth in the region. Contact us today to learn more about our capabilities and how we can work together.