AI & Machine Learning Services for Towrang 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 Towrang 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 Towrang 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 Towrang 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 across Towrang, New South Wales, Australia and beyond, COLETEK is uniquely positioned to support your organization's growth and success. With our multidisciplinary approach to engineering and product development, you can rely on us to navigate the complexities of innovation. Established in 2001, COLETEK has earned a reputation as a national leader in delivering tailored solutions that meet the unique needs of businesses like yours. As we continue to serve businesses across Towrang, New South Wales, Australia, our expertise extends far beyond traditional services. Instead, we focus on building long-term relationships founded on trust, collaboration, and capability. Our team's passion for innovation drives us to stay at the forefront of engineering and product development, ensuring that we can help you overcome even the most formidable challenges. As a business in Towrang, New South Wales, Australia, you know firsthand the importance of reliability and adaptability. That's why our dedicated team works tirelessly to ensure seamless project execution, minimizing disruption and maximizing ROI. Our success is founded on our unwavering commitment to delivering innovative solutions that solve real-world problems, making us a trusted partner for businesses seeking to drive growth and progress. At COLETEK, we believe in fostering meaningful connections with the communities we serve – including Towrang, New South Wales, Australia. As such, we take pride in being an integral part of the region's economic fabric, serving as a source of inspiration and innovation for local entrepreneurs and businesses. Whether you're seeking to launch a new product, optimize operations, or drive strategic growth, our expert team is always ready to lend a helping hand. Operating throughout Towrang, New South Wales, Australia and beyond, we've developed a comprehensive understanding of regional market dynamics, enabling us to tailor our solutions to meet the unique needs of businesses in your area.