AI & Machine Learning Services for Riverslea 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 Riverslea 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 Riverslea 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 Riverslea 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 the heartbeat of industry and commerce in Victoria, Riverslea presents a unique opportunity for businesses to thrive. And that's exactly where COLETEK comes in – as a trusted partner, dedicated to empowering local companies like yours to succeed. For over 20 years, we've established ourselves as a multidisciplinary Australian engineering and product development company, offering unrivaled expertise to help Riverslea-based businesses achieve their goals. Our team of innovative thinkers and problem-solvers is based in Riverslea, Victoria, Australia, and operating throughout the region. We're not just familiar with the local landscape; we're committed to understanding your specific needs and delivering tailored solutions that drive real results. From concept design through development and deployment, our collaborative approach ensures seamless integration with your existing operations. COLETEK's national reputation is built on a foundation of reliability, integrity, and technical excellence. Our engineering expertise is versatile, applying across industries and sectors, ensuring we're well-equipped to support businesses in Riverslea's diverse economy. Whether it's innovative products, cutting-edge manufacturing processes, or efficient supply chain solutions, our team can help you overcome challenges and seize opportunities. By partnering with COLETEK, you'll gain access to a wealth of knowledge, skills, and resources – all available locally in Riverslea, Victoria, Australia. Our experts are passionate about helping local businesses grow, creating jobs, and contributing to the prosperity of the region. We're committed to being a trusted advisor, supporting your long-term success as we build a strong foundation for your organization's future. So why delay? Let COLETEK help you take the first step towards achieving your goals. By leveraging our expertise, you'll unlock new opportunities, improve efficiency, and drive growth – all while maintaining the flexibility to respond to changing market conditions.