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 long-standing and esteemed multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for delivering reliable, innovative solutions that empower businesses across Red Hill, New South Wales, Australia, and throughout the country. With a strong foundation in engineering and manufacturing expertise, we've grown into a trusted partner for companies seeking to drive growth, improve efficiency, or gain a competitive edge. At COLETEK, we take pride in our collaborative approach, working closely with local businesses in Red Hill, New South Wales, Australia to understand their unique challenges and opportunities. Our engineers and developers bring decades of combined experience, applying cutting-edge technologies and methodologies to help clients overcome obstacles and seize new market prospects. Whether you're an entrepreneur launching a new venture or an established business seeking to expand your offerings, we'll work hand-in-hand with you to design and deliver tailored solutions that accelerate your success. Our commitment to quality and reliability has earned us the trust of numerous businesses across Red Hill, New South Wales, Australia. We understand the importance of strong partnerships, built on open communication, mutual respect, and a shared vision for long-term growth. When operating throughout Red Hill, New South Wales, Australia, and beyond, our aim remains centered – to provide exceptional engineering support that not only addresses immediate needs but also propels clients forward towards their goals. By partnering with COLETEK, the businesses of Red Hill, New South Wales, Australia can rest assured they're receiving world-class expertise, backed by years of industry-leading experience. Our dedication to innovation, collaboration, and capability means we're uniquely qualified to address the complex engineering challenges facing local companies, helping them succeed in an increasingly competitive market. Now it's your turn – let's build something remarkable together!