AI & Machine Learning Services for Temagog 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 Temagog 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 Temagog 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 Temagog 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 nationally recognized engineering and product development company, COLETEK has built a reputation for delivering innovative solutions that drive business success. Established in 2001, we have grown to serve businesses across Temagog, New South Wales, Australia, and throughout the country, providing trusted support for local entrepreneurs and established corporations alike. Our team of experts is passionate about collaborating with clients to design, develop, and deliver high-quality products and services that meet their unique needs. With a multidisciplinary approach and unwavering commitment to reliability, we excel in addressing complex engineering challenges. Whether you're seeking to improve your product offerings, streamline operations, or drive growth through digital transformation, our capabilities can help. Based in Temagog, New South Wales, Australia, COLETEK is well-positioned to provide direct support to local businesses and organizations. Our experience spans multiple industries and sectors, allowing us to bring a broad perspective to every engagement. We take pride in our ability to listen actively, understand your goals, and develop tailored solutions that drive real value. What sets us apart is our dedication to collaboration and mutual success. We believe that by working closely together, we can create innovative products and services that exceed your expectations. Our trusted reputation as a national leader in engineering and product development is a direct result of this collaborative approach, which has earned us the loyalty of clients across Temagog, New South Wales, Australia. As you navigate the ever-changing landscape of business in Temagog, New South Wales, Australia, we're here to help you stay ahead. With COLETEK on your side, you can trust that our engineering and product development expertise will be a reliable foundation for your organization's growth and success.