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 forBarrington 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 forBarrington 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.

Barrington, Mid North Coast, New South Wales: The Perfect Blend of Nature and Opportunity at Hand

Nestled in the heart of Australia's stunning Mid North Coast, Barrington is a charming town that effortlessly blends its natural beauty with a thriving business community. With its picturesque countryside, rolling hills, and scenic waterways, this region has long been an attractive destination for those seeking a better work-life balance. However, it's not just the breathtaking views that make Barrington special – it's also the resilience and entrepreneurial spirit of its business owners.

At COLETEK, we're proud to be a part of this community, fostering strong relationships with local business leaders and supporting their growth and development. As a trusted Australian company, we understand the importance of putting down roots in an area, being present for our clients, and understanding their unique needs. Our team is passionate about creating long-term value through innovative solutions, expert advice, and unwavering dedication.

Barrington, Mid North Coast, New South Wales, Australia – this is where COLETEK sets up shop, getting to know the local market inside and out. We're not just a company with an office; we're a partner that can be relied upon, always thinking about how we can help our clients achieve their goals. Our presence in this region has allowed us to demonstrate our exceptional track record of success, consistently delivering results that exceed expectations.

Over the years, COLETEK has built a national reputation for trustworthiness, a reputation earned through repeated delivery on promises and unwavering commitment to its clients' success. What sets us apart is not just our technical expertise or innovative approach; it's our genuine desire to make a positive impact in each community we serve. We're proud of the role we've played in shaping the entrepreneurial landscape across Australia, including right here in Barrington.

If you're looking for a trusted partner that understands the unique challenges and opportunities presented by the Barrington, Mid North Coast, New South Wales region, look no further than COLETEK. We invite you to explore how our team can support your business goals, leveraging our extensive experience and extensive national reach to drive growth and innovation in this vibrant community.