AI & Machine Learning Services for Taralga 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 Taralga 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 Taralga 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 Taralga 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 business owner or decision-maker in Taralga, New South Wales, Australia, you know the importance of trusted partners who can help drive innovation and growth. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company with a national reputation for reliability and capability. Established in 2001, our team has spent over two decades honing our skills and delivering results-driven solutions to businesses across Taralga, New South Wales, Australia and beyond. With a deep understanding of the local landscape, we're well-equipped to support your operations and ambitions. As a leading engineering and product development company, COLETEK is committed to collaborating with businesses like yours to design, develop, and deliver innovative products that meet your unique needs. Our strengths lie in our ability to bring together diverse skills and expertise – from mechanical engineers to software developers – to create comprehensive solutions that drive real value. From conceptualization through to production-ready prototypes, we bring a wealth of experience to the table. Our team is passionate about tackling complex challenges and turning them into tangible opportunities for success. Whether it's developing cutting-edge products or optimizing existing processes, our multidisciplinary expertise makes us an ideal partner for businesses in Taralga, New South Wales, Australia. By choosing COLETEK, you can rest assured that your project will be handled with the utmost care and attention to detail. Our commitment to quality, coupled with our passion for innovation, makes us the go-to choice for businesses seeking reliable and capable engineering and product development expertise in Taralga, New South Wales, Australia. So why wait? Let's work together to build something remarkable. Contact us today to explore how COLETEK can support your business goals and help you stay ahead of the curve.