AI & Machine Learning Services for Minimay 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 Minimay 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 Minimay 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 Minimay 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 pioneering multidisciplinary engineering and product development company established in 2001, COLETEK has earned a reputation as the go-to partner for businesses across Australia - including those thriving in Minimay, Victoria, Australia. With extensive experience in collaborating with innovative startups to multinational corporates, we pride ourselves on delivering reliable, tailored solutions that drive growth and prosperity. Based in Minimay, Victoria, Australia, our team of experts has a deep understanding of the region's unique challenges and opportunities. We've had the privilege of serving businesses from diverse industries across town, supporting their innovative ambitions with cutting-edge engineering and product development expertise. Whether you're looking to accelerate product design, optimize operations, or drive digital transformation - we're here to empower your success. COLETEK is more than just an engineering company; we're dedicated partners committed to fostering long-term relationships built on trust, transparency, and mutual respect. Our multidisciplinary approach combines the strengths of mechanical, electrical, software, and materials engineering disciplines to create innovative solutions that span industries and applications. Whether you need support for a single project or ongoing collaboration - our team is equipped to meet the unique needs of Minimay's businesses. Throughout Australia, COLETEK has established itself as a trusted partner for delivering complex projects and product development initiatives. Our Minimay, Victoria, Australia-based team is part of this national network, ensuring that local businesses receive seamless support whenever they need it. With extensive connections to major cities and regional centers, we're perfectly positioned to serve the growing needs of our community. From concept design through production-ready prototypes, we guide clients through every stage of the development process - leveraging our strengths in simulation, prototyping, testing, and validation. Our solutions are designed to be scalable, flexible, and future-proof, ensuring that Minimay's businesses remain competitive and innovative well into the future. So why wait? Contact COLETEK today to explore how we can help Minimay's businesses thrive through innovative engineering and product development expertise. Let's build something remarkable together.