AI & Machine Learning Services for Toolleen 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 Toolleen 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 Toolleen 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 Toolleen 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 engineering and product development company, COLETEK is excited to bring its expertise to the Toolleen community in Victoria, Australia. With over two decades of experience since our establishment in 2001, we've built a reputation for reliability, collaboration, and capability – serving businesses across Toolleen, Victoria, Australia, and throughout the nation. Our multidisciplinary team thrives on tackling complex engineering challenges that benefit local enterprises and national industries alike. We understand the unique needs and opportunities of Toolleen, Victoria, Australia, and we're committed to working closely with our clients to deliver innovative solutions that drive real results. Whether you're a startup or an established business, COLETEK is dedicated to being your trusted partner in engineering product development. One thing sets us apart: our steadfast commitment to collaboration. We believe that by working together, we can create something truly remarkable. Our team excels at fostering open communication, actively listening to clients' needs, and integrating their goals with our own expertise. This approach has earned us a national reputation as a go-to engineering partner for forward-thinking businesses. And now, it's available for the innovative companies in Toolleen, Victoria, Australia. As a local business owner or technical decision-maker located in Toolleen, Victoria, Australia, you have access to COLETEK’s extensive expertise and capabilities. We're proud to be operating throughout this region and remain dedicated to delivering exceptional value to our clients here. So why choose COLETEK for your engineering needs? It's simple: with us, you can expect a high level of professionalism, unwavering support, and an unrelenting passion for innovation. We're not just an engineering company – we're a trusted partner that will help you reach new heights. Let us bring our expertise to the table and show you what we can achieve together in Toolleen, Victoria, Australia.