AI & Machine Learning Services for Hawker 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 Hawker 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 Hawker 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 Hawker 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 for trusted innovation and reliability, operating throughout Australia. For businesses based in Hawker, Australian Capital Territory, we offer unparalleled technical expertise and collaboration to drive growth and success.

For over two decades, our team of engineers and innovators has worked tirelessly to deliver exceptional outcomes across various industries and sectors. As a local player with national reach, we understand the unique needs of businesses operating in Hawker, Australian Capital Territory, and are committed to supporting their development and growth.

At COLETEK, we take pride in our engineering prowess, which enables us to tackle complex challenges and deliver bespoke solutions that meet the specific needs of our clients. By leveraging our expertise in design, prototyping, testing, and optimization, we empower businesses across Hawker, Australian Capital Territory to reach new heights.

Whether you're looking to develop a novel product, optimize processes, or drive operational efficiency, COLETEK's team is equipped to collaborate with yours, sharing our knowledge and expertise to deliver outstanding results. Operating throughout Australia, including in Hawker, Australian Capital Territory, we are well-positioned to support regional businesses and contribute to the local economy.

As a business leader based in Hawker, Australian Capital Territory, you deserve a partner that is proactive, reliable, and committed to driving success. At COLETEK, we pride ourselves on our local knowledge, national reach, and commitment to serving businesses across Hawker, Australian Capital Territory with the highest level of expertise.