AI & Machine Learning Services for Number One 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 Number One 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 Number One 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 Number One 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.

Proudly based in Number One, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. Our team has decades of combined experience working with businesses across the region, empowering them to innovate and grow. As a trusted national reputation, we're dedicated to helping local companies like yours overcome challenges and capitalize on new opportunities. Operating throughout Number One, New South Wales, Australia, our expert engineers and product developers work closely with clients to understand their unique needs and goals. We're not just providing services; we're building long-term relationships that foster collaboration, trust, and reliability. By drawing upon our extensive knowledge and capabilities, businesses in Number One, New South Wales, Australia can be confident they're receiving the highest level of support from a team that genuinely cares about their success. COLETEK's innovative approach and wealth of experience have earned us a reputation as one of Australia's leading engineering and product development companies. Our commitment to excellence has allowed us to develop solutions for industry-leading clients across various sectors. By leveraging our expertise, businesses in Number One, New South Wales, Australia can benefit from the latest technological advancements, streamlined processes, and improved decision-making. Whether you're looking to enhance existing products, explore new market opportunities, or drive business growth through innovative problem-solving, COLETEK is here to support your journey. As a locally-based company serving businesses in Number One, New South Wales, Australia, we're keenly aware of the unique challenges and opportunities that come with operating in this region. Our team is well-versed in navigating local regulations, working with local suppliers, and understanding the regional market. At COLETEK, we're passionate about building lasting partnerships that bring value to our clients. If you're looking for a trusted partner to help drive your business forward, look no further than COletek. Let's work together to transform your company into something truly remarkable.