AI & Machine Learning Services for Scheyville 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 Scheyville 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 Scheyville 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 Scheyville 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.

Here is the requested HTML content: As a multidisciplinary Australian engineering and product development company established in 2001, we at COLETEK have earned the trust of businesses across Scheyville, New South Wales, Australia, as well as throughout Australia. Our reputation for reliability, collaboration, and capability has led to long-lasting partnerships with local companies, helping them bring innovative ideas to life. Based in Scheyville, New South Wales, Australia, we understand the unique challenges and opportunities that come with operating in this region. As a result, our seasoned team of engineers, designers, and product developers are well-equipped to support businesses like yours, from conceptualization to delivery. Our expertise spans multiple disciplines, allowing us to tackle complex projects that push boundaries and drive growth. At COLETEK, we believe that innovation is most effective when fueled by collaboration and a deep understanding of the local context. This is why we take the time to get to know our clients, identifying their key concerns and developing tailored solutions to address them. Whether you're looking to launch a new product, optimize existing systems, or develop new processes, we have the skills, experience, and commitment to help your business thrive. As an Australian company operating throughout Scheyville, New South Wales, Australia – from the metropolitan areas to regional towns – we understand that each location has its distinct charm and set of challenges. That's why we're dedicated to creating long-term partnerships with local businesses, ensuring that our collective efforts drive positive change in the community. Let’s build something remarkable together.