AI & Machine Learning Services for Toukley 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 Toukley 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 Toukley 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 Toukley 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 Toukley, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. With years of experience and a reputation for innovation, we serve businesses across Toukley, New South Wales, Australia, empowering them to achieve their goals and sustain growth.

In today's competitive landscape, local entreprises in Toukley, New South Wales, Australia require trusted partners who share their vision, expertise, and commitment to excellence. Our team at COLETEK delivers high-quality engineering and product development services that foster reliability, collaboration, and capability – essential components for long-term success.

We understand the unique challenges faced by businesses in Toukley, New South Wales, Australia, from developing new products and processes to improving operational efficiency. By leveraging our vast experience, cutting-edge tools, and a deep understanding of industry trends, we collaborate with your team to address specific needs and objectives.

Our commitment is not limited to Toukley, New South Wales, Australia; we operate throughout Australia, proudly serving businesses with diverse backgrounds and industries. By doing so, we've established ourselves as a trusted national partner for engineering services – from concept design to production-ready products. When you need reliable engineering partners who truly get your business, look no further than COLETEK – your trusted partner in Toukley, New South Wales, Australia.

At COLETEK, we value the importance of local relationships and community involvement. By understanding the intricacies of businesses in Toukley, New South Wales, Australia, we tailor our approach to meet their unique needs, ensuring a strong, lasting connection – now and in the years to come.