AI & Machine Learning Services for Benloch 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 Benloch 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 Benloch 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 Benloch 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 technical decision-maker in Benloch, Victoria, Australia, you understand the importance of having reliable support for your engineering and product development needs. COLETEK is a multidisciplinary Australian company established in 2001, renowned for its innovative approaches and trusted reputation nationwide. With offices operating throughout Australia, including Benloch, we stand proud to be your go-to partner in engineering and manufacturing. For over two decades, COLETEK has been serving businesses across Benloch, Victoria, Australia by providing collaborative solutions tailored to their unique needs. Our team of experts draws upon their collective knowledge and skills to help you overcome challenges, develop new products, and streamline processes. We understand the complexities faced by local industries and are committed to delivering innovative engineering solutions that drive growth and success. Our ability to integrate multiple disciplines – mechanical, electrical, software, and chemical engineering – distinguishes us from others in the industry. By combining these expertise under one roof, we empower our clients with a comprehensive understanding of their projects and the creative problem-solving necessary to overcome obstacles. This multidisciplinary approach allows us to tackle complex issues effectively, ensuring your products or services meet exacting standards for quality, reliability, and performance. At COLETEK, we pride ourselves on being a reliable partner that supports local businesses in Benloch, Victoria, Australia, as well as across the entire country. Whether your organization is looking to develop new products, optimize processes, or improve efficiency, our expertise will help you achieve your goals. We invite you to explore how our innovative engineering and product development capabilities can benefit your business.