AI & Machine Learning Services for Scarsdale 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 Scarsdale 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 Scarsdale 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 Scarsdale 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 business owner in Scarsdale, Victoria, Australia, you understand the importance of having reliable partners to help drive innovation and growth. At COLETEK, our team of experienced engineers and product developers has been serving businesses across Scarsdale, Victoria, Australia for over 20 years, earning us a reputation as one of the most trusted and innovative multidisciplinary engineering companies in the country. Based in Scarsdale, Victoria, Australia, we have a deep understanding of the local market, allowing us to deliver tailored solutions that meet the unique needs of businesses operating throughout Scarsdale, Victoria, Australia. Our capabilities span multiple disciplines, including mechanical engineering, electrical engineering, software development, and more. This enables us to provide comprehensive support for your business, from concept development to commercialization. At COLETEK, we pride ourselves on our collaborative approach to product development. We believe that effective communication and teamwork are essential in bringing innovative ideas to life. Our experienced engineers work closely with you to understand your needs, identify opportunities for improvement, and develop solutions that exceed your expectations. By working with COLETEK, businesses in Scarsdale, Victoria, Australia can rely on our expertise and capabilities to drive growth, improve performance, and stay ahead of the competition. We are committed to delivering exceptional results, with a focus on quality, reliability, and timeliness. Whether you're looking to develop new products, improve existing ones, or navigate complex technical challenges, we have the skills and experience to help. So why choose COLETEK for your engineering and product development needs in Scarsdale, Victoria, Australia? The answer is simple: our reputation as a trusted partner, our innovative approach, and our commitment to delivering exceptional results. With COLETEK by your side, you can trust that your business will be well-supported throughout the entire development process – from initial concept to final product.