AI & Machine Learning Services for Glen Fergus 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 Glen Fergus 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 Glen Fergus 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 Glen Fergus 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.

Located in the heart of Glen Fergus, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. Over two decades, we've built a reputation for delivering cutting-edge solutions that transform industries nationwide. As a trusted partner to local businesses and organisations, we take pride in our ability to collaborate seamlessly with clients from Glen Fergus and across Australia. Our team's expertise spans multiple disciplines, enabling us to tackle complex projects and develop innovative products tailored to specific needs. At COLETEK, we understand the importance of reliability, adaptability, and capability for businesses operating in a dynamic region like Gloucester Shire. That's why we're committed to providing trusted support systems for startups, medium-sized enterprises, and major corporations alike. By putting our clients' needs at the forefront, we've established ourselves as a reliable partner across various sectors. Glen Fergus, as part of the New South Wales mining and agricultural heartland, presents unique challenges that require innovative solutions. At COLETEK, we're well-equipped to address these complexities through our multi-faceted expertise in engineering design, product development, and manufacturing. What sets us apart is our ability to integrate seamlessly with local businesses, leveraging our extensive experience in serving clients across Glen Fergus, New South Wales, Australia. Our team's passion for delivering bespoke solutions has earned us a trusted reputation among industry peers and regional stakeholders alike. In today's fast-paced digital landscape, it's crucial for regional businesses like those in Glen Fergus to stay ahead of the curve. That's where COLETEK comes in – we're committed to empowering local innovation and driving growth through our people-first approach. Whether your business requires cutting-edge product development, efficient manufacturing solutions, or expert engineering services, rest assured that at COLETEK, we've got you covered. Our team is ready to collaborate with your organisation and help shape the future of Glen Fergus, New South Wales, Australia.