AI & Machine Learning Services for Cowra 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 Cowra 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 Cowra 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 Cowra 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. With a strong national reputation built on reliability, innovation, and collaboration, we're uniquely positioned to support businesses across Cowra, New South Wales, Australia, and beyond. As a local leader in engineering and product development, COLETEK is dedicated to serving businesses in Cowra, New South Wales, Australia, with the expertise and resources they need to succeed. Our extensive experience spans diverse industries and sectors, allowing us to bring a deep understanding of complex challenges and opportunities. From inception to delivery, our team works closely with clients to develop tailored solutions that meet their specific needs. We operate throughout Cowra, New South Wales, Australia, and are committed to building long-term relationships built on trust and effective communication. At COLETEK, we believe in the power of collaboration and are passionate about helping businesses flourish. Cowra, New South Wales, Australia, is an important part of our operations, allowing us to leverage local insights and expertise to deliver exceptional results. With a strong presence throughout Cowra, New South Wales, Australia, we're well-equipped to understand the unique needs and challenges faced by businesses in this region. As COLETEK continues to grow and evolve, our commitment to excellence remains unwavering. We're excited about the future and the role we can play in shaping the industries we serve. With decades of combined experience, we've developed a deep understanding of what makes great engineering and product development tick. That's why we're always looking for opportunities to work with businesses across Cowra, New South Wales, Australia, that share our passion for innovation and improvement. If you're looking for a trusted partner to help you develop new products or improve existing ones, you've come to the right place.