AI & Machine Learning Services for Gum Flat 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 Gum Flat 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 Gum Flat 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 Gum Flat 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. Our team of experts has been supporting businesses across Gum Flat, New South Wales, Australia and throughout the country, delivering innovative solutions that drive results. With our national reputation for reliability, collaboration, and capability, you can rest assured that our expertise will benefit your business. Whether you're a startup or an established company, we understand the unique challenges of operating in Gum Flat, New South Wales, Australia. Our tailored approach to engineering and product development ensures that we consider your specific needs and goals. Based in Gum Flat, New South Wales, Australia, we take pride in our locally-rooted business model, which allows us to be agile and responsive to the changing needs of businesses like yours. Our team is committed to delivering exceptional results, with a focus on building long-term relationships that drive success for your business. When you partner with COLETEK, you can trust that we'll bring an engineer's perspective to solve complex problems and develop innovative products that set you apart from the competition. We're not just another design or engineering firm – we're a trusted problem-solver dedicated to helping businesses in Gum Flat, New South Wales, Australia thrive. So why choose COLETEK as your trusted engineering and product development partner? It's simple: our multidisciplinary approach means you'll get access to a diverse range of skills and expertise. We pride ourselves on being proactive, responding quickly to changing circumstances, and delivering results that meet the highest standards. Gum Flat, New South Wales, Australia is a unique market with its own set of challenges. By partnering with COLETEK, you can harness our engineering prowess to tackle those challenges head-on. Trust us – we're committed to helping businesses in Gum Flat, New South Wales, Australia succeed and grow.