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 forMaryville 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 forMaryville 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.

Colettek: Supporting Local Businesses in Maryville, Newcastle, New South Wales, Australia

In the heart of Maryville, Newcastle, and its surrounding areas, COLETEK is committed to providing exceptional support to local businesses and individuals. As an Australian company with a strong national presence, we understand the importance of community engagement and trust.

With years of experience working with businesses in this region, we've developed a deep understanding of the unique challenges and opportunities that come with operating in Maryville, Newcastle. Our team is dedicated to delivering innovative solutions tailored to the specific needs of local industries, from manufacturing to services.

Coletek's story began as a small business ourselves, which enables us to empathize with and support our clients in ways that larger corporations may not. Our national reach allows us to bring the best practices and cutting-edge expertise to the Maryville community, while our local presence ensures we're always available to react quickly to changing circumstances.

We're proud to have developed lasting relationships with local businesses and individuals, who appreciate our friendly, approachable manner and commitment to trust. We understand that long-term success depends on mutual respect, open communication, and a deep understanding of the community's needs and aspirations.

At COLETEK, we're committed to being your trusted partner in Maryville, Newcastle, and surrounding areas. Whether you're looking for support with operations management, marketing strategies, or simply need guidance navigating the complexities of modern business, our team is here to help. By leveraging our national expertise and local knowledge, we'll work alongside you to achieve your goals and make a positive impact in the Maryville community.

So why wait? Reach out today to discuss how COLETEK can support your business or individual goals in Maryville, Newcastle. Let's build a stronger, more resilient local economy together!