AI & Machine Learning Services for Winston Hills 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 Winston Hills 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 Winston Hills 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 Winston Hills 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 local business owner in Winston Hills, New South Wales, Australia, you understand the importance of a reliable infrastructure to support your operations and growth. COLETEK is proud to serve businesses across Winston Hills, providing trusted engineering solutions that meet the unique needs of our community. Established in 2001 as a multidisciplinary Australian engineering and product development company, COLETEK has built a reputation for innovation, expertise, and collaboration. Our team of engineers, designers, and technical specialists operate throughout Australia, including Winston Hills, to deliver bespoke solutions that drive efficiency, reduce costs, and enhance customer experiences. Based in Winston Hills, New South Wales, Australia, our presence allows us to respond quickly to emerging needs and adapt to the fast-paced nature of local industries. We've earned a national reputation for reliability, working alongside businesses like yours to overcome challenges, leverage opportunities, and forge connections that matter. COLETEK's capability is grounded in our ability to integrate multiple disciplines – from mechanical engineering to product development, materials science to manufacturing expertise. Our engineers work with clients across various sectors, such as healthcare, manufacturing, energy, and more, understanding the specific requirements of each industry. Operating throughout Winston Hills, New South Wales, Australia, and nationwide, COLETEK's commitment to collaboration translates into long-term relationships built on trust, open communication, and a shared goal of success. By partnering with our local experts, you can count on: * Innovative solutions tailored to your unique business needs * Expertise in multiple disciplines to tackle complex challenges * Reliable service delivery, ensuring minimal disruption to operations * A collaborative approach that values your insight and input As a leader in engineering and product development, COLETEK is well-positioned to support Winston Hills businesses, helping you stay ahead of the curve. Let's build something remarkable together.