AI & Machine Learning Services for Halton 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 Halton 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 Halton 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 Halton 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 technologically advanced region, Halton, New South Wales, Australia is home to a diverse range of businesses and innovators. At COLETEK, we're proud to be a trusted partner for these organisations, helping them overcome the challenges of an ever-evolving industrial landscape. Established in 2001 as a multidisciplinary Australian engineering and product development company, COLETEK has built a reputation for delivering innovative solutions that exceed expectations. With our team of experts based in Halton, New South Wales, Australia, we're well-equipped to support local businesses throughout the region. Whether you're a startup looking to develop groundbreaking products or an established business seeking to enhance your operations, we're dedicated to collaboration and excellence. Through our unique combination of engineering expertise and product development capabilities, COLETEK has earned a trusted national reputation for reliability and capability. Our unwavering commitment to collaborative innovation allows us to tailor solutions that meet the distinct needs of businesses serving Halton, New South Wales, Australia. Operating throughout Australia, including in Halton, New South Wales, Australia, we're passionate about creating meaningful connections with the local business community. Our team is motivated by a shared desire to drive progress and deliver real benefits for organisations of all sizes. At COLETEK, we excel at building long-term relationships through open communication, mutual respect, and a deep understanding of your goals. We take pride in being responsive, adaptable, and committed to seeing your business thrive in Halton, New South Wales, Australia and beyond.

Let’s build something remarkable together.

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