AI & Machine Learning Services for Monivae 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 Monivae 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 Monivae 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 Monivae 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.

Welcome to COLETEK, a multidisciplinary Australian engineering and product development company established in 2001. We're proud to be based in Monivae, New South Wales, Australia, where our team thrives on collaboration and innovation. With over two decades of experience serving businesses across this region, we've earned a reputation as trusted partners for local enterprises seeking exceptional solutions.

Our commitment to delivering high-quality engineering and product development services translates into tangible results for your business. Whether you're looking to improve operational efficiency, enhance customer experiences, or drive innovation, our skilled professionals are dedicated to helping you achieve your goals. By drawing on our expertise, you can rest assured that your projects will benefit from the latest technologies, cutting-edge methodologies, and unwavering attention to detail.

In Monivae and throughout Australia, businesses are increasingly reliant on innovative engineering solutions to stay competitive in today's fast-paced market. That's where COLETEK comes in – we understand the challenges faced by local companies and are well-equipped to address them. By working closely with our clients, we're able to tailor our services to their unique needs, leveraging our vast expertise in product development and engineering to drive success.

At COLETEK, we take pride in being more than just a national engineering company – we're a dedicated partner for businesses based in Monivae, New South Wales, Australia. Our team's comprehensive understanding of the local economy, industries, and community enables us to provide tailored support that truly makes a difference. By collaborating with our experts, you can unlock new opportunities, optimize your operations, and drive business growth.

We're not just engineers – we're passionate advocates for the regions we serve, including Monivae, New South Wales, Australia. Our commitment is unwavering: to empower local businesses through innovative engineering solutions that transform their futures. When you entrust us with your projects, you can be confident that our team will work tirelessly to ensure outstanding results.