AI & Machine Learning Services for Dorrigo 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 Dorrigo 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 Dorrigo 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 Dorrigo 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 long-standing multidisciplinary engineering and product development company, COLETEK has always prioritized building strong relationships with businesses across Dorrigo, New South Wales, Australia. Our commitment to innovative solutions and dependable collaboration has earned us a trusted national reputation we're proud of.

Nationally established in 2001, we've had the privilege of supporting organizations ranging from local start-ups to large-scale enterprises. Today, our dedicated team serves businesses in Dorrigo, New South Wales, Australia and beyond, providing the expertise they need to succeed.

We pride ourselves on being a reliable partner for companies looking to drive growth, improve efficiency, and solve complex challenges. By sharing your vision and goals, we work together to create tailored solutions that meet your unique needs. From concept development through to implementation and ongoing support, our team delivers the expertise you need to thrive in an ever-changing business environment.

COLETEK's multidisciplinary capabilities are particularly valuable for Dorrigo businesses looking for a trusted ally to help them navigate emerging trends, stay ahead of competition, or overcome industry-specific hurdles. By drawing on our collective experience and applying innovative thinking, we empower local organizations to achieve lasting success in their respective markets.

As you look to grow and evolve your business in Dorrigo, New South Wales, Australia, consider partnering with COLETEK. Our dedicated team is well-equipped to support businesses of all sizes, from those looking for a fresh perspective on a long-standing challenge to those seeking innovative solutions for new opportunities.

Operating throughout Australia, including Dorrigo and beyond, our focus remains steadfastly centered on collaboration, capability, and reliability. It's why so many organizations have trusted us to help them shape their future and achieve remarkable results.