AI & Machine Learning Services for Toolondo 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 Toolondo 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 Toolondo 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 Toolondo 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 to businesses in Toolondo, Victoria, Australia and beyond, COLETEK has built a reputation as a multidisciplinary Australian engineering and product development company established in 2001. Our team of experts takes pride in providing innovative solutions that drive success for our clients. With extensive experience across various industries, we understand the unique challenges faced by businesses operating in Toolondo and Victoria, Australia. From concept design to prototyping and testing, our engineers collaborate closely with your team to ensure seamless integration and effective problem-solving. Our trusted reputation as a reliable partner has earned us a national presence, supported by a strong network of clients throughout Toolondo, Victoria, Australia. Our passion for engineering and product development is matched only by our commitment to collaboration. By working together, we empower businesses in Toolondo, Victoria, Australia with the capability to succeed. Leveraging the power of innovation, we design and develop products that meet the diverse needs of local industries, enhancing their competitiveness on the global stage. In addition to our expertise in engineering and product development, COLETEK brings a proven track record of reliability, dedication, and trustworthiness. Our understanding of the regional landscape and the specific requirements of businesses operating in Toolondo, Victoria, Australia allows us to provide tailored support that addresses each client's unique needs and goals. Whether you're seeking to improve operational efficiency, enhance product performance, or expand into new markets, COLETEK stands ready to assist businesses in Toolondo, Victoria, Australia. We invite you to learn more about our capabilities and how we can help your organization thrive by reaching out to us today.