AI & Machine Learning Services for Glen Creek 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 Glen Creek 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 Glen Creek 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 Glen Creek 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 trusted name in Australian engineering and product development. Since 2001, our multidisciplinary team has been serving businesses across Glen Creek, Victoria, Australia, as well as throughout the country. Our expertise and innovation have earned us a reputation for reliability, collaboration, and capability. As a local business ourselves, we understand the importance of supporting our community. We're committed to offering tailored solutions that meet the unique needs of companies in Glen Creek, Victoria, Australia. Whether you're looking to improve efficiency, develop new products, or overcome complex engineering challenges, COLETEK is here to help. With multiple decades of experience and a deep understanding of the Australian market, we've established ourselves as a go-to partner for businesses seeking expert guidance. Our team comprises industry experts with diverse backgrounds in engineering, product development, and manufacturing. This unique blend of skills allows us to approach problems from multiple angles, ensuring that our solutions are both effective and practical. At COLETEK, we're not just an engineering company; we're a strategic partner for businesses looking to drive growth, improve efficiency, or overcome technical challenges. Our capabilities span across disciplines, including product development, mechanical engineering, electrical engineering, and more. We operate throughout Glen Creek, Victoria, Australia, as well as nationwide, providing localized support whenever needed. Our commitment to the local community is rooted in our values of collaboration, innovation, and reliability. We're dedicated to helping businesses in Glen Creek, Victoria, Australia achieve their goals by providing expert engineering and product development services that meet their unique needs. In today's fast-paced business environment, it's more important than ever to partner with a company that can provide tailored solutions, share your vision, and drive real results. COLETEK is that partner for businesses in Glen Creek, Victoria, Australia, and we're here to help you succeed.