AI & Machine Learning Services for Barrington 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 Barrington 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 Barrington 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 Barrington 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.

At the heart of Australia's industrial landscape lies Barrington, New South Wales, a thriving hub for local businesses seeking innovative solutions. In this region, where entrepreneurial spirit and manufacturing excellence converge, COLETEK steps forward as a trusted partner, dedicated to empowering the community with cutting-edge engineering and product development expertise.

With over two decades of experience since our establishment in 2001, COLETEK has earned its reputation as a multidisciplinary Australian company capable of tackling complex engineering challenges. Our team of experts has been instrumental in developing innovative products and solutions for various industries throughout Australia, including Barrington, New South Wales.

Based in Barrington, New South Wales, Australia, we take pride in our commitment to building lasting relationships with local businesses. Operating throughout this region and beyond, COLETEK thrives on fostering a culture of collaboration and reliability, ensuring that each project receives the necessary attention to detail and technical expertise.

Our unwavering dedication to engineering and product development has enabled us to support an array of industries, from manufacturing and construction to healthcare and technology. When partnering with local businesses in Barrington, New South Wales, Australia, we bring a unique blend of national reputation, regional understanding, and innovative spirit to the table.

As a testament to our capabilities, COLETEK has successfully delivered numerous projects that have enhanced productivity, improved quality, and exceeded expectations. In an ever-evolving business landscape, it is crucial for local businesses in Barrington, New South Wales, Australia to have access to trusted partners who can provide tailored solutions and guidance.

At COLETEK, we understand the importance of building strong relationships with our clients, founded on trust, open communication, and a deep understanding of their unique needs. By harnessing the collective energy and expertise of our team, we empower businesses in Barrington, New South Wales, Australia to achieve their goals and pursue new heights of success.