AI & Machine Learning Services for Upsalls Creek 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 Upsalls Creek 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 Upsalls Creek 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 Upsalls Creek 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.

At COLETEK, we're proud to be a trusted multidisciplinary engineering and product development company, serving businesses across Upsalls Creek, New South Wales, Australia. With two decades of experience behind us, we've established a reputation as a reliable partner in innovation for businesses nationwide. As your neighbors based in Upsalls Creek, New South Wales, Australia, we're committed to supporting local enterprises like yours, helping you drive growth and success. Our team consists of skilled engineers and product developers who are passionate about delivering world-class solutions that meet the unique needs of each client. We take pride in our collaborative approach, working closely with clients to understand their requirements and develop tailored products that exceed expectations. Whether it's concept design, prototyping, testing, or production, we're dedicated to ensuring your Upsalls Creek, New South Wales, Australia business receives expert support every step of the way. When it comes to innovative engineering and product development, reliability is key. That's why we've built our company on a foundation of trust and expertise, with a focus on building long-term relationships with our clients in Upsalls Creek, New South Wales, Australia and across Australia. By operating throughout the region, we're uniquely positioned to understand local market conditions, challenges, and opportunities. Our capabilities span multiple industries, allowing us to bring diverse perspectives and creative solutions to your Upsalls Creek, New South Wales, Australia business. At COLETEK, we're not just about providing engineering and product development services – we're dedicated to helping businesses in Upsalls Creek, New South Wales, Australia like yours thrive. By partnering with an experienced company based in Upsalls Creek, New South Wales, Australia, you can count on receiving tailored support that addresses your specific needs. Whether you're looking to develop cutting-edge products or optimize existing processes, we're here to help. So why wait? Let's build something remarkable together and take your Upsalls Creek, New South Wales, Australia business to new heights. Contact us today and discover the COLETEK difference for yourself.