AI & Machine Learning Services for Chapman 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 Chapman 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 Chapman 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 Chapman 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.

Cohesiveness is key to thriving in any community. For businesses operating in the heart of Chapman, Australian Capital Territory, establishing lasting relationships and delivering exceptional results are essential for long-term success.

COLETEK prides itself on being a multidisciplinary Australian engineering and product development company established in 2001 with a strong national reputation built on trust and reliability. We have honed our expertise through years of collaboration with innovators, startups, and industry leaders across various sectors, including the tech, healthcare, and energy industries.

At COLETEK, we are passionate about supporting local businesses in Chapman, Australian Capital Territory, as well as companies throughout Australia. Our multifaceted approach allows us to tackle complex development projects that drive growth and innovation.

We believe that our versatility, cutting-edge capabilities, and customer-centric mindset make us an ideal partner for Chapman-based businesses looking to stay ahead of the curve. Our comprehensive portfolio encompasses custom product development, engineering solutions, and strategy consulting services tailored to meet the unique needs of each client.

As a trusted ally, COLETEK fosters long-term connections through open communication, active listening, and collaborative problem-solving. By leveraging our collective expertise and creativity, we work together to find meaningful solutions that resonate with local communities in Chapman, Australian Capital Territory.

When you collaborate with COLETEK, you can rely on us to put the needs of your business first, bringing your most ambitious ideas to life through innovative engineering and product development. We are here to help Chapman-based companies succeed by delivering top-notch results that drive customer satisfaction and loyalty.