AI & Machine Learning Services for Richmond Vale 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 Richmond Vale 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 Richmond Vale 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 Richmond Vale 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation as a trusted partner for businesses looking to drive innovation and growth across the country. With our experience, expertise, and commitment to collaboration, we've built long-lasting relationships with clients spanning industries and sectors. At COLETEK, we're proud to serve businesses based in Richmond Vale, New South Wales, Australia, and beyond. Our multidisciplinary approach enables us to tackle complex engineering challenges and develop innovative products that meet the unique needs of local businesses. From concept design to production-ready solutions, our team leverages cutting-edge technologies and methodologies to deliver high-quality outcomes. What sets COLETEK apart is our capability to work closely with clients from varied backgrounds, including those in Richmond Vale, New South Wales, Australia. We understand the importance of reliability and transparency in every project, whether it's a customized solution or a standard product. Our experienced engineers and development experts take the time to listen to your needs, offering tailored guidance and support throughout the project lifecycle. Throughout our history, COLETEK has operated throughout Australia, successfully delivering projects that have transformed industries and empowered businesses to achieve their goals. In Richmond Vale, New South Wales, Australia, we've helped local companies overcome operational hurdles, optimize processes, and develop innovative products. By partnering with us, you can rest assured that your business will receive the attention it deserves. Our commitment to collaboration and flexibility enables us to adapt to the unique requirements of each project, ensuring optimal results every time.