AI & Machine Learning Services for Riverlea 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 Riverlea 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 Riverlea 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 Riverlea 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 trusted go-to partner for businesses across Riverlea, New South Wales, Australia, COLETEK has been delivering innovative solutions since 2001. Our multidisciplinary approach to engineering and product development sets us apart as a reliable and collaborative ally for companies seeking top-notch expertise. With our roots firmly planted in Riverlea, New South Wales, Australia, we're proud of the role we've played in shaping industries nationwide.

From concept design to production, our team of experts works closely with clients to understand their unique needs, crafting tailored solutions that meet and exceed expectations. By doing so, we empower local businesses throughout Riverlea, New South Wales, Australia to thrive, innovate, and grow. This unwavering dedication has earned us a reputation as one of the most trusted names in Australian engineering and product development.

For businesses based in Riverlea, New South Wales, Australia, our capabilities extend beyond innovative solutions – we provide a trusted partner that collaborates seamlessly to meet their goals. By leveraging our expertise, companies can better navigate industry-specific challenges, capitalize on new market opportunities, and stay ahead of the competition.

In short, COLETEK is more than just an engineering firm operating throughout Riverlea, New South Wales, Australia – we're committed friends, long-term partners, and passionate advocates for local businesses. By choosing us as their trusted companion, our clients can rest assured they'll receive the highest level of professionalism, expertise, and dedication.