AI & Machine Learning Services for Ewingsdale 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 Ewingsdale 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 Ewingsdale 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 Ewingsdale 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.

For over two decades, COLETEK has been a trusted innovator in the fields of engineering and product development. Based in Ewingsdale, New South Wales, Australia, we've established ourselves as a multidisciplinary company capable of tackling complex challenges and delivering reliable solutions. As a stalwart partner to businesses across Ewingsdale, our commitment to collaboration and expertise has earned us a reputation for getting the job done right. We pride ourselves on being a full-service provider, encompassing both the technical and commercial aspects of your project. Our comprehensive approach ensures that you receive a tailored solution that meets your unique needs. Operating throughout Australia, including Ewingsdale, New South Wales, we've developed an impressive portfolio spanning multiple industries. Our collective expertise spans engineering, product development, and project management. We boast a proven track record in delivering on-time, within-budget projects. This is because we understand the importance of building strong relationships with our clients, working closely to integrate their goals and objectives. For companies looking to stay ahead of the curve, COLETEK offers unparalleled support. Our teams are dedicated to providing exceptional service, leveraging cutting-edge technology, and fostering a culture of continuous learning. Whether you're looking to refine existing processes or develop new products, we have the capabilities and expertise to guide your journey forward. In Ewingsdale, New South Wales, and beyond, businesses trust COLETEK to help them achieve their aspirations. Let us assist you in navigating the complex landscape of innovation, project coordination, and technical execution. Tap into our vast experience, cutting-edge know-how, and collaborative spirit – partner with COLETEK today.