AI & Machine Learning Services for The Angle 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 The Angle 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 The Angle 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 The Angle 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.

With a legacy spanning over two decades, COLETEK has solidified its reputation as a trusted multidisciplinary engineering and product development company, proudly based in The Angle, New South Wales, Australia. Founded in 2001, our national presence and expertise have empowered businesses across various sectors to overcome complex challenges and seize new opportunities.

As a local player with national recognition, COLETEK has developed an intuitive understanding of the unique challenges faced by businesses operating within The Angle, New South Wales, Australia. We've honed our capabilities to deliver innovative solutions that address the distinct needs of this region's diverse industries, from manufacturing to services. Trust us to be your reliable partner in overcoming operational hurdles and capitalizing on growth prospects.

Our commitment to reliability, collaboration, and capability has earned COLETEK a trusted reputation throughout The Angle, New South Wales, Australia, and beyond. We bring this same dedication to every engagement, ensuring that our clients receive tailored solutions designed to drive their success. By working closely with local businesses to develop custom engineering and product development strategies, we empower them to thrive in an ever-evolving market.

From concept to implementation, COLETEK's multidisciplinary expertise encompasses a broad range of disciplines, including mechanical, electrical, software, and materials engineering. This comprehensive approach allows us to craft solutions that harmoniously integrate with your business operations, yielding better outcomes for our clients in The Angle, New South Wales, Australia.

Whether you're seeking to streamline processes, improve productivity, or drive innovation, COLETEK has the knowledge, skills, and expertise to support your unique objectives. We're committed to delivering high-quality solutions that exceed local expectations and foster long-term partnerships built on trust and mutual respect.