AI & Machine Learning Services for Memagong 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 Memagong 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 Memagong 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 Memagong 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 trusted partner for businesses in Memagong, New South Wales, Australia and throughout Australia, COLETEK is proud to bring its wealth of experience, innovation, and national reputation to the region. Established in 2001 as a multidisciplinary Australian engineering and product development company, our team has been driving growth and success for local organisations.

With extensive knowledge of industry-specific challenges and opportunities, we understand the unique needs of businesses in Memagong, New South Wales, Australia. Our capabilities extend beyond traditional engineering services to encompass product development, design optimisation, testing, and implementation – making us a valuable partner for companies seeking to improve their operational efficiency, reduce costs, or drive innovation.

As COLETEK operates throughout Memagong, New South Wales, Australia, we take pride in not only delivering exceptional results but also building strong relationships with our clients. Our collaborative approach and commitment to reliability have earned us a reputation as a trusted partner for businesses seeking long-term solutions. Whether your company requires innovative product development or streamlined operations, our team is poised to help.

At COLETEK, we are dedicated to supporting the growth of Memagong, New South Wales, Australia-based businesses and empowering them to achieve their full potential. We believe that a strong, well-designed approach can be the catalyst for success – allowing companies to stay ahead of the curve, respond to changing market conditions, or simply thrive in an ever-evolving landscape.

In Memagong, New South Wales, Australia and across the country, COLETEK is ready to leverage its expertise, creativity, and passion to drive progress. Wherever you may be on your journey – whether exploring new markets, optimising resources, or revolutionising product development – we stand poised to empower your organisation's growth.