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 forHarrington 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 forHarrington 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.

A Local Leader in Digital Solutions: Supporting Businesses on the Mid North Coast of NSW, Australia

The majestic hills and pristine coastlines of Harrington, nestled within the vibrant region of the Mid North Coast, New South Wales, Australia, are a testament to nature's splendor. As you'd expect, the local community thrives with small business owners, farmers, and entrepreneurs working hard to build their endeavors from the ground up. At COLETEK, we understand that these individuals deserve a trusted partner in their digital journeys – someone who grasps their specific needs, knows the ins and outs of regional Australia, and can tailor innovative solutions tailored to this unique landscape.

Gone are the days when business owners had to compromise on quality or service due to geographical constraints. COLETEK's years of experience serving Australian businesses in Harrington, as well as throughout the wider Mid North Coast region, demonstrate our unwavering commitment to supporting local commerce. Our local presence allows us to comprehend the nuances of this remarkable area, where rural life intertwines with a growing commercial sector.

With COLETEK's nation-wide reach and expert knowledge in digital solutions, you can count on seamless integration with your existing operations – whether it be online store development, marketing initiatives, or IT support. We're more than just a local business; we're the trusted ally for those willing to break through the status quo. Rest assured that our dedication to your success is matched only by our passion for building stronger, more connected regional communities.

In an era where 'local' matters, COLETEK stands apart from large corporations, proudly donning its badge as a trusted Australian company that genuinely cares about local businesses and the Mid North Coast community. We've consistently demonstrated our trustworthiness across the years by staying true to our values and actively investing in regional development initiatives.

If you're based in Harrington or nearby towns on the Mid North Coast, there's no need to sacrifice quality for convenience – nor should you settle for anything less than exceptional support. COLETEK invites you to discover what sets us apart: innovative thinking, a laser-sharp focus on service, and an unyielding commitment to your growth. Join forces with a company whose heart beats like yours – one that genuinely understands the unique dynamics of this incredible region.