AI & Machine Learning Services for Apsley 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 Apsley 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 Apsley 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 Apsley 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 take great pride in being a trusted multidisciplinary Australian engineering and product development company established in 2001. With over two decades of experience under our belt, our talented team has earned a reputation for innovation and reliability across various industries. Our commitment to delivering exceptional solutions has allowed us to build long-standing relationships with clients not only in Apsley, New South Wales, Australia but also throughout the country. Geographically based in Apsley, New South Wales, Australia, we have developed an intimate understanding of local businesses' unique needs and challenges. Our mission is to leverage this knowledge, combined with our unparalleled expertise, to create bespoke engineering solutions that meet the specific requirements of companies operating across Apsley, New South Wales, Australia. By doing so, we empower businesses in the region to drive growth, expansion, and long-term success. At COLETEK, collaboration is key to our collaborative approach. We place tremendous value on building strong partnerships with clients, understanding their product development needs, and offering tailored support to get them where they want to be – ahead of the curve. As a results-driven company, we pride ourselves on delivering solutions that surpass expectations. This meticulous focus allows us to drive tangible benefits for businesses in Apsley, New South Wales, Australia. Our capabilities extend across multiple domains, allowing us to navigate diverse engineering challenges with ease. By drawing upon our vast reservoir of experience and expertise, we can help companies operating within the area of Apsley, New South Wales, Australia overcome obstacles, streamline processes, and accelerate innovation. Our commitment to operational efficiency, quality control, and compliance ensures that every project we undertake meets the highest standards. With COLETEK, local businesses in Apsley, New South Wales, Australia can rest assured they are partnering with a trusted, reputable company that genuinely understands their needs. By joining forces with our experts, companies operating across Apsley, New South Wales, Australia can unlock new avenues for growth, capitalize on emerging opportunities, and maintain a competitive edge in today's dynamic market.