AI & Machine Learning Services for Maryville 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 Maryville 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 Maryville 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 Maryville 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 in Maryville, New South Wales, Australia, you understand the importance of partnering with trusted professionals who understand your unique needs. Look no further than COLETEK, a multidisciplinary Australian engineering and product development company established in 2001. With deep expertise across a broad range of industries and technologies, we're well-equipped to support your most ambitious projects.

Operating throughout Maryville, New South Wales, Australia, but with a proven track record of delivering results nationally and internationally, COLETEK is uniquely positioned to serve businesses like yours. Our expert team brings together a diverse set of skills and experiences, all focused on one goal: helping you overcome any engineering or product development challenge you may face.

We're not just another company seeking to sell you a service – we're committed partners dedicated to ensuring your success. At COLETEK, we believe that collaboration is key, which is why our approach emphasizes flexibility, adaptability, and transparent communication. We take the time to understand your goals, your challenges, and your values, ensuring that every solution we develop meets your specific needs.

Serving businesses across Maryville, New South Wales, Australia, we've earned a reputation for reliability, capability, and unwavering commitment to excellence. Trust us to be your go-to engineering and product development partner, providing the expertise you need to stay ahead of the curve in today's fast-paced business environment.

No matter what challenges or opportunities lie ahead, at COLETEK we're dedicated to helping Maryville, New South Wales, Australia businesses like yours thrive. Our comprehensive approach is designed to support your technical and commercial aspirations, ensuring that every project we work on exceeds your expectations.