AI & Machine Learning Services for Alison 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 Alison 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 Alison 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 Alison 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 thriving hub in the heart of New South Wales, Alison boasts a diverse range of industries, from manufacturing to services. As we strive for continuous growth, innovation is key to staying ahead of the curve. At COLETEK, we're dedicated to supporting local businesses across Alison, like yours, in delivering top-tier products and solutions that set new standards.

With its rich history dating back to 2001, COLETEK has earned a reputation as a multidisciplinary Australian engineering and product development company of unparalleled expertise. Operating throughout Australia, including in Alison, New South Wales, our collaborative approach empowers clients like you to achieve remarkable successes.

We're not just another engineering firm; we're a trusted partner for innovative solutions that drive business results. When faced with the ever-evolving demands of your operation, it's essential to rely on a team that understands the intricacies of engineering and product development. By leveraging our collective knowledge, capabilities, and reputation, you can be assured that your projects will be executed reliably and efficiently.

Serving businesses across Alison, New South Wales, Australia, and nationwide, COLETEK is committed to fostering long-term partnerships built on trust, open communication, and a deep understanding of local market needs. Our team's extensive experience in various industries enables us to provide bespoke engineering and product development solutions tailored to your distinct requirements.

So why settle for anything less than the best? Join hands with COLETEK and capitalize on our collective strength to revolutionize your operations, increase competitiveness, and achieve remarkable feats. Based in Alison, New South Wales, Australia, we're poised to support your growth journey.