AI & Machine Learning Services for Goulburn North 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 Goulburn North 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 Goulburn North 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 Goulburn North 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 local business owner or technical decision-maker based in Goulburn North, New South Wales, Australia, you're constantly seeking innovative solutions to drive growth and competitiveness. With so many options available, it's crucial to find a trusted partner that understands your unique needs and challenges.

COLETEK has been serving businesses across Goulburn North, New South Wales, Australia with multidisciplinary engineering and product development expertise since 2001. Our national reputation is built upon a foundation of reliability, collaboration, and capability – qualities that empower us to deliver tangible results for our clients.

Whether you're looking to improve operational efficiency, enhance customer experiences, or develop new products and services, COLETEK's multidisciplinary team is well-equipped to address your most pressing challenges. By drawing upon a rich legacy of engineering innovation, we ensure that every project is approached with a deep understanding of the industry, market trends, and regulatory environments.

Through our extensive experience in serving businesses throughout Australia, including Goulburn North, New South Wales, Australia, we've developed a unique ability to distill complex technical concepts into actionable insights, empowering our clients to make informed decisions about their future. Our collaborative approach fosters strong relationships, encourages open communication, and drives project success.

COLETEK is not just another engineering firm – we're driven by a passion for innovation, creativity, and delivery. Operating throughout Goulburn North, New South Wales, Australia, COLETEK brings together highly skilled professionals with diverse expertise to help our clients bridge the gap between idea and reality.

If you're seeking a trusted partner that can deliver on your promises and exceed your expectations, look no further than COLTEAK. Trust us to support your business growth in Goulburn North, New South Wales, Australia – we're here for you every step of the way.