AI & Machine Learning Services for Red Hill 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 Red Hill 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 Red Hill 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 Red Hill 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 national engineering and product development company established in 2001, COLETEK has built a reputation for delivering innovative solutions that drive success. With our multidisciplinary expertise, we're uniquely positioned to support businesses across Red Hill, Australian Capital Territory, in their pursuit of excellence. Based in Red Hill, Australian Capital Territory, COLETEK operates throughout the region, providing dependable engineering and product development services that empower local enterprises to thrive in an increasingly complex market. Our team of experts collaborates with clients to understand their unique challenges and develops tailored solutions to meet those needs. At COLETEK, we're passionate about enabling businesses across Red Hill, Australian Capital Territory, to achieve their goals through reliable, high-quality engineering and product development services. With our expertise in a range of industries, including technology, healthcare, and manufacturing, we're well-equipped to support the diverse needs of local enterprises. By partnering with us, you can rest assured that your project will be executed with precision, creativity, and a deep understanding of your business goals. As a trusted partner for businesses in Red Hill, Australian Capital Territory, we take pride in our multidisciplinary approach to engineering and product development. Our team's wealth of experience spans decades, and we've developed a reputation for delivering innovative solutions that drive real-world results. Whether you're looking to optimize operations, improve market competitiveness, or bring new products to life, COLETEK is the trusted partner you can rely on. If your business in Red Hill, Australian Capital Territory needs an engineering and product development partner that understands the local market, looks beyond the horizon for opportunities, and collaborates closely with clients to achieve shared goals, then we invite you to explore how COLETEK can help you succeed. Let's build something remarkable together.