AI & Machine Learning Services for The Whiteman 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 The Whiteman 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 The Whiteman 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 The Whiteman 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation as a trusted national partner for businesses seeking innovative solutions. With our headquarters based in The Whiteman, New South Wales, Australia, we're uniquely positioned to support local companies, like yours, in their quest for growth and excellence. As a key player in the engineering and product development landscape, COLETEK is committed to delivering reliable, collaborative, and capability-driven services that cater to the distinct needs of The Whiteman businesses. Our experienced team has been operating throughout Australia for decades, providing cutting-edge solutions that meet the highest standards of quality and performance. Whether you're an established business looking to enhance your competitive edge or a start-up seeking guidance on product development, COLETEK is here to support you every step of the way. We've developed a strong understanding of the Whiteman community's unique needs and challenges, allowing us to tailor our approach to best serve local businesses across The Whiteman, New South Wales, Australia. COLETEK's commitment to collaboration, innovation, and customer satisfaction has earned us an enviable national reputation. Our team is passionate about leveraging their expertise to help businesses like yours succeed, leveraging the latest technologies and methodologies to drive results that meet your specific objectives. By partnering with COLETEK, you can rest assured that you'll receive top-notch support for all aspects of your business, from concept design through prototyping, testing, and production. Our presence in The Whiteman, New South Wales, Australia allows us to build close relationships with local businesses, ensuring that we understand the specific needs and challenges unique to this region. When it comes to engineering and product development, COLETEK is the trusted partner for The Whiteman business community. With our deep understanding of local market dynamics and our proven track record of delivering exceptional results, you can count on us to support your growth and success. Serving businesses across The Whiteman, New South Wales, Australia, we're the ultimate collaborators in driving remarkable achievements.