AI & Machine Learning Services for Griffith 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 Griffith 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 Griffith 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 Griffith 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 business leader in Griffith, New South Wales, Australia, you understand the importance of having trusted partners to help drive growth and innovation. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001, with a reputation for delivering exceptional results across various industries. Throughout our history, we've had the privilege of serving businesses across Griffith, New South Wales, Australia and beyond, helping them navigate complex challenges and seize new opportunities. Our team's collective expertise spans multiple disciplines, including engineering design, product development, manufacturing, and more. When you partner with COLETEK, you can expect reliable collaboration, backed by a deep understanding of the local landscape. We're based in Griffith, New South Wales, Australia, so we intimately understand the needs and nuances of your community. Whether you're looking to enhance existing operations or pioneer new initiatives, our expertise is at your disposal. What sets us apart? Our capability to tackle an array of challenges, from conceptual design through to execution and delivery. We're not just a one-trick pony – we're a trusted extension of your team, ready to roll up our sleeves and get the job done. In today's fast-paced, ever-evolving market, you need partners who can keep pace while maintaining the highest standards. At COLETEK, we've earned our stripes by consistently delivering results that exceed expectations. Our commitment to innovation, adaptability, and strong relationships has earned us a reputation as one of Australia's premier engineering and product development companies. In Griffith, New South Wales, Australia, you can count on us to be your go-to partner. Whether you're looking to enhance operations, drive growth, or solve complex problems, we're here for you. So why wait? Let's build something remarkable together in Griffith, New South Wales, Australia.