AI & Machine Learning Services for Robin Hill 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 Robin Hill 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 Robin Hill 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 Robin Hill 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 the heartbeat of regional innovation, Robin Hill, New South Wales, Australia is home to a rich tapestry of businesses and entrepreneurs who drive growth and prosperity. At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001, with a national reputation for delivering innovative solutions that empower local organizations.

Headquartered in Robin Hill, New South Wales, Australia, our team of experts is dedicated to serving businesses across the region, providing tailored support to help them navigate complex challenges and seize opportunities. With years of experience working with clients from various industries, we bring a unique understanding of the unique needs and concerns of the local business community.

As a trusted engineering partner, COLETEK is committed to collaboration, innovative thinking, and delivering reliable solutions that meet the specific needs of our clients in Robin Hill, New South Wales, Australia. Our capabilities encompass a broad spectrum of engineering and product development services, designed to help businesses overcome obstacles and achieve their goals.

In Robin Hill, New South Wales, Australia, and throughout Australia, we've built long-term relationships with local organizations by consistently demonstrating our commitment to excellence, adaptability, and customer satisfaction. Our reputation as a trusted partner is built on our ability to listen, understand, and respond to the distinct needs of each client.

Whether you're an entrepreneur seeking innovative solutions to drive growth or an established business looking to streamline operations and improve efficiency, COLETEK is poised to support your organization every step of the way. Operating throughout Robin Hill, New South Wales, Australia, we're proud to be a part of this vibrant community and look forward to partnering with local businesses to build something remarkable.