AI & Machine Learning Services for Saratoga 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 Saratoga 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 Saratoga 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 Saratoga 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 or technical decision-maker based in Saratoga, New South Wales, Australia, you understand the importance of partnering with a reputable engineering and product development company that can help drive your organization forward. For over two decades, COLETEK has been a trusted name throughout Australia, delivering comprehensive solutions to businesses just like yours. Based in Saratoga, New South Wales, Australia, we take pride in being a multidisciplinary Australian engineering and product development company established in 2001. Our expertise spans multiple industries and sectors, allowing us to bring a unique perspective to your project's most pressing challenges. As a result, we have developed strong relationships with businesses operating throughout Saratoga, New South Wales, Australia and beyond. At COLETEK, we are committed to delivering reliable, innovative solutions that empower our clients to achieve their goals. We believe that collaboration is key to driving success, which is why we work closely with your team to understand your needs and develop tailored approaches that meet your unique requirements. Our capabilities extend far beyond mere problem-solving – we take the time to listen, analyze, and design custom strategies that drive positive outcomes for our clients. With COLETEK, you can rely on a trusted partner who has extensive experience supporting businesses in Saratoga, New South Wales, Australia and across the country. We have earned our reputation by consistently delivering exceptional results, leveraging cutting-edge engineering expertise to overcome complex challenges. Whether your organization is looking to enhance your product offerings, optimize operations, or launch new initiatives, we are here to support you every step of the way. As a business leader in Saratoga, New South Wales, Australia, you deserve the best possible outcomes for your organization. By partnering with COLETEK, you can be confident that you have chosen a trusted and capable ally that will help drive your success. So why wait? Let us bring our expertise to your doorstep – serving businesses across Saratoga, New South Wales, Australia, we are ready to build something remarkable together.