AI & Machine Learning Services for Brim 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 Brim 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 Brim 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 Brim 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 leader in Australian engineering and product development, COOLETEK is proud to serve businesses in Brim, Victoria, Australia, and beyond. With over 21 years of experience since our inception in 2001, we've established a reputation for delivering innovative solutions that meet the unique needs of our clients. Based in Brim, Victoria, Australia, our multidisciplinary team is dedicated to helping local businesses thrive through collaboration and the application of cutting-edge engineering principles. Our expertise spans multiple industries, including but not limited to manufacturing, agriculture, healthcare, and more. Through this breadth of knowledge, we've developed a unique understanding of the challenges faced by companies in Brim, Victoria, Australia. COLETEK is committed to providing reliable support to businesses operating throughout the region. Whether you're looking for strategic guidance or hands-on product development assistance, our team is equipped to help you overcome any obstacle and achieve your goals. By partnering with us, you can leverage our collective expertise to drive innovation, improve efficiency, and increase competitiveness in today's fast-paced business environment. As a full-service engineering and product development company, we don't just focus on specific services – we take a holistic approach to your challenges. Our capabilities extend beyond traditional consulting or design services to include the development of prototypes, testing, and optimization. This comprehensive approach enables us to deliver tailored solutions that meet the distinct needs of companies in Brim, Victoria, Australia. In an ever-changing business landscape, you need a trusted partner who can help you adapt and succeed. That's where COLETEK comes in – we're not just engineers; we're your allies in innovation. By choosing to work with us, you'll benefit from our extensive knowledge, collaborative spirit, and dedication to delivering exceptional results. Let’s build something remarkable together.