AI & Machine Learning Services for Millers Point 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 Millers Point 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 Millers Point 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 Millers Point 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, our commitment to excellence has earned us a reputation as a reliable and innovative engineering and product development company. Since 2001, we've been serving businesses across Millers Point, New South Wales, Australia, offering multidisciplinary solutions that help enterprises thrive in an ever-changing world. As a trusted partner, we're proud to operate throughout Australia, from the eastern coast to the outback. As a business leader or decision-maker based in Millers Point, you understand the importance of reliable partners who can bring innovative ideas and expertise to the table. That's where COLETEK comes in – our team is dedicated to collaboration, working closely with clients to understand their unique challenges and delivering tailored solutions that meet their specific needs. Our depth of experience, combined with our commitment to staying ahead of the curve, has made us a go-to partner for businesses across various industries. At COletek, we're passionate about engineering and product development because we believe they have the power to transform lives. That's why, as an Australian company with a strong national presence, we're committed to serving businesses in Millers Point, New South Wales, Australia, just like we do throughout Australia. Our multidisciplinary team is comprised of experts from various fields, including but not limited to engineering, technology, and science. Working closely with clients in Millers Point, we take the time to understand their unique needs and challenges, ensuring that our solutions are tailored to meet their specific goals. Whether you're looking to improve operational efficiency, enhance customer satisfaction, or simply gain a competitive edge in the market, our team is equipped to help. Our approach to engineering and product development may be distinct from traditional service providers, but it's this unique blend of expertise, creativity, and tenacity that sets us apart. By serving businesses across Millers Point, New South Wales, Australia, we're not just providing technical solutions – we're empowering our clients to achieve their ambitions.