AI & Machine Learning Services for Harrington 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 Harrington 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 Harrington 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 Harrington 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 leading multidisciplinary engineering and product development company, COLETEK has been proudly serving businesses across Harrington, New South Wales, Australia since 2001. With a reputation built on reliability, innovation, and collaboration, our team of experts is dedicated to helping local enterprises like yours thrive in an ever-changing market.

Operating throughout Australia, we've established ourselves as go-to partners for businesses seeking comprehensive solutions that drive growth, efficiency, and customer satisfaction. At COLETEK, we understand the unique challenges facing organizations in Harrington, New South Wales, Australia, and we're committed to applying our expertise to address these issues.

We take pride in being a trusted and reliable partner for businesses based in Harrington, New South Wales, Australia, and beyond. By combining our technical capabilities with a deep understanding of your organisational needs, we deliver tailored solutions that drive results and support long-term success.

From concept to reality, COLETEK's multidisciplinary expertise covers engineering, product development, and more. This means you can rely on us for end-to-end support across the entire product lifecycle – from design and prototyping through to testing, manufacturing, and rollout.

We're passionate about building strong relationships with local businesses in Harrington, New South Wales, Australia, and we're committed to supporting your growth ambitions. By partnering with COLETEK, you can tap into our extensive expertise and capabilities to overcome challenges, seize new opportunities, and stay ahead of the curve.