AI & Machine Learning Services for Calga 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 Calga 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 Calga 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 Calga 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 key player in the Australian engineering landscape, COLETEK is proud to serve businesses across Calga, New South Wales, Australia. With over two decades of experience, we've established ourselves as a trusted multidisciplinary engineering and product development company, dedicated to delivering innovative solutions that drive success. Our national reputation reflects our unwavering commitment to reliability, collaboration, and capability. We take pride in our ability to understand the unique needs of businesses in Calga, New South Wales, Australia, and throughout Australia. By drawing on this expertise, we're able to develop tailored engineering solutions that overcome challenges and propel growth. Based in Calga, New South Wales, Australia, COLETEK operates throughout the region, working closely with local businesses to address their most pressing engineering challenges. Whether you're looking to improve product design, optimize manufacturing processes, or leverage cutting-edge technologies, our dedicated team of engineers and specialists is equipped to deliver unparalleled support. At COLETEK, we believe that effective collaboration is key to achieving remarkable results. We take the time to genuinely understand your business goals and objectives, working closely with you to develop customised solutions that drive real value. Our approach prioritizes transparency, open communication, and mutual respect, ensuring that you stay informed throughout every stage of the project. As a trusted partner for businesses in Calga, New South Wales, Australia, we're committed to helping you overcome any engineering challenge. Our team of experts is equipped to support your organisation's short-term and long-term goals, driving innovation, efficiency, and growth. Now it's time for us to get started on building something remarkable together! If you'd like to discuss how COLETEK can help address your unique engineering needs,