AI & Machine Learning Services for Timboon 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 Timboon 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 Timboon 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 Timboon 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 you navigate the challenges of operating a business in Timboon, Victoria, Australia, you need a trusted partner that understands your unique needs and goals. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001. With decades of experience, we've built a reputation as a reliable collaborator, helping local businesses like yours achieve success through innovative solutions. Based in Timboon, Victoria, Australia, our team is committed to supporting the growth and prosperity of the region's industries. We believe that by understanding the specific challenges faced by Timboon's businesses, we can tailor our expertise to address your most pressing concerns. Whether you're looking to enhance operational efficiency, develop new products, or overcome technological hurdles, we've got the capabilities and expertise to help. At COLETEK, we take pride in being a trusted partner for businesses across all sectors – from manufacturing and logistics to healthcare and education. Our team of engineers and product developers possess extensive knowledge in multiple disciplines, ensuring that our solutions are comprehensive, effective, and scalable. We're not just a one-trick pony; we're a multidisciplinary powerhouse ready to tackle the toughest challenges. Our reputation as a trusted partner has been built over two decades by consistently delivering high-quality results on time and within budget. We've earned a stellar national reputation for our commitment to collaboration, reliability, and innovation – values that are essential to driving business growth in Timboon, Victoria, Australia. As you look to future-proof your business, consider partnering with COLETEK. Together, we can break down project silos, streamline operations, and accelerate innovation. Operating throughout the region, our local knowledge and national expertise make us an ideal partner for businesses serving Timboon, Victoria, Australia and beyond. So why wait? Let's build something remarkable together.