AI & Machine Learning Services for Merrylands 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 Merrylands 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 Merrylands 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 Merrylands 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 for businesses across Merrylands, New South Wales, Australia. Our team has a proven track record of delivering reliable solutions that meet the unique needs of local industries. With our national presence and local knowledge, we're committed to supporting entrepreneurs, small businesses, and corporations in Merrylands, New South Wales, Australia as they navigate the ever-changing landscape of innovation. Whether you're looking to develop new products, streamline operations, or improve processes, COLETEK's expertise can help your business thrive. Since our inception, we've built a reputation for being a collaborative partner that understands the challenges and opportunities unique to Merrylands, New South Wales, Australia. Our dedicated team is passionate about working together with clients to identify innovative solutions that drive success. By leveraging our multidisciplinary approach, we've helped numerous businesses across Merrylands, New South Wales, Australia overcome complex engineering and product development challenges. At COLETEK, we believe that the key to lasting success lies in building strong relationships founded on trust, reliability, and capability. Our local knowledge, national presence, and multidisciplinary expertise make us an ideal partner for businesses serving Merrylands, New South Wales, Australia. Whether you're looking to disrupt markets or improve operations, our team is committed to supporting your goals. By partnering with COLETEK, you can expect a tailored approach that addresses your specific needs and challenges. Our experts will work closely with you to understand your business objectives, identify innovative solutions, and implement reliable products and processes that drive success. Operating throughout Merrylands, New South Wales, Australia, we're well-positioned to support the unique needs of local businesses. Our national presence ensures we have the resources necessary to deliver cutting-edge engineering and product development services that meet the highest standards. In conclusion, COLETEK is a trusted national partner with a strong reputation for delivering reliable solutions across Merrylands, New South Wales, Australia. By partnering with us, you can expect a collaborative approach that leverages our multidisciplinary expertise, local knowledge, and national presence to drive success for your business. Let's build something remarkable together.