AI & Machine Learning Services for Roto 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 Roto 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 Roto 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 Roto 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 a reliable partner for businesses operating throughout Roto, New South Wales, Australia and beyond, COLETEK has earned its reputation as a multidisciplinary Australian engineering and product development company established in 2001. With extensive experience in serving customers across the region, our team is dedicated to delivering innovative solutions that drive growth and success. Our commitment to exceptional collaboration and capability has allowed us to establish strong relationships with local businesses throughout Roto, New South Wales, Australia. By leveraging decades of expertise and a forward-thinking approach, we empower entrepreneurs and leaders like you to overcome challenges and achieve their goals. Our engineering prowess extends from conceptualization to production, ensuring that your products, processes, and services meet the highest standards. Based in Roto, New South Wales, Australia, our team operates with a unique understanding of the region's distinct needs and challenges. This proximity enables us to provide faster response times, reduced travel costs, and an unrivaled level of attention to detail. Whether you're based in the heart of Roto or surrounding areas, we are strategically positioned to support your venture. What sets COLETEK apart is our relentless pursuit of reliability, a trait that has earned us the trust of numerous businesses throughout Roto, New South Wales, Australia. Our commitment to innovative thinking and collaborative working practices ensures that you receive tailored solutions that align with your unique vision and goals. With our roots firmly planted in Australia, we understand the nuances of the local market and are well-equipped to address the demands of the region. From concept development through to production readiness, our multidisciplinary team is dedicated to delivering engineering excellence that drives business success. Operating throughout Roto, New South Wales, Australia, COLETEK is proud to be a trusted partner for businesses seeking high-quality, locally informed engineering expertise. If you're looking for an innovative and reliable ally to help bring your vision to life, we invite you to get in touch with our team today.