AI & Machine Learning Services for Brierfield 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 Brierfield 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 Brierfield 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 Brierfield 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 trusted national partner for businesses across Brierfield, New South Wales, Australia, COLETEK is proud to bring its expertise in engineering and product development to the heart of this thriving region. Established in 2001 as a multidisciplinary Australian company, we've built a reputation for delivering innovative solutions that drive success. With years of experience working alongside businesses like yours, our team has developed a deep understanding of the unique challenges facing organizations operating throughout Brierfield and New South Wales. We take the time to get to know your goals, values, and objectives, empowering us to provide tailored support that ensures your projects thrive. Our innovative approach is rooted in a deep appreciation for the importance of collaboration, reliability, and capability. By leveraging our collective expertise across multiple disciplines, we're able to help businesses like yours overcome complex challenges, optimize processes, and unlock new opportunities for growth and success. As a trusted partner for businesses operating throughout Brierfield, New South Wales, Australia, COLETEK is committed to delivering exceptional outcomes that meet the highest standards. Whether you're seeking guidance on product design, process optimization, or IT infrastructure, our team is dedicated to providing practical, results-driven support. In this ever-changing landscape, Brierfield-based businesses require a trusted partner that can adapt, innovate, and deliver. As a long-standing provider of engineering and product development services, COLETEK has earned a reputation for being reliable, agile, and focused on delivering outstanding results. By choosing COLETEK as your trusted partner, you'll gain access to a team of experienced professionals who will work alongside you every step of the way, providing insightful guidance, innovative solutions, and unparalleled support throughout Brierfield and New South Wales, Australia.