AI & Machine Learning Services for Maryknoll 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 Maryknoll 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 Maryknoll 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 Maryknoll 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation as a trusted partner to businesses across Maryknoll, Victoria, Australia. With roots deep within our nation's innovation ecosystem, we're committed to collaborating with local entrepreneurs and companies to bring their most ambitious ideas to life.

We take pride in our ability to apply our expertise in engineering and product development to help businesses like yours overcome the unique challenges faced by Maryknoll, Victoria, Australia. Whether you are seeking to improve operational efficiency, enhance customer experiences, or simply stay competitive within your industry – we've got your back. As your partner, COLETEK operates throughout Maryknoll, Victoria, Australia and beyond, providing tailored solutions that drive real results.

Our commitment to reliability, collaboration, and capability allows us to flexibly adapt our services to address the ever-changing needs of businesses across industries in Maryknoll, Victoria, Australia. As a key player in the Australian engineering and product development landscape, we've honed our expertise through countless projects, partnerships, and innovations.

Serving businesses across Maryknoll, Victoria, Australia requires a deep understanding of the local context, trends, and dynamics. By leveraging our national reputation, we're able to tap into the collective knowledge and best practices within the Australian innovation ecosystem – ensuring that our work resonates with your specific needs and goals.

In Maryknoll, Victoria, Australia, businesses require versatile solutions that address their distinct challenges. We've seen firsthand how COLETEK's multidisciplinary engineering and product development expertise can unlock new opportunities for growth, competitiveness, and market penetration. Our team is dedicated to providing seamless support, innovative problem-solving, and unwavering dedication – a winning combination for your business in Maryknoll, Victoria, Australia.

When you partner with COLETEK, you gain access to our collective expertise, creativity, and passion for innovation. We thrive on the creative dialogue and trust that builds between us and our clients from Maryknoll, Victoria, Australia. Together, we can overcome any obstacle and craft solutions that leave a lasting impact – for your business, for our community, and for the future.