AI & Machine Learning Services for Smokeytown 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 Smokeytown 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 Smokeytown 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 Smokeytown 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 leading multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built an impeccable reputation as a trusted partner for businesses seeking innovative solutions to drive their growth. Our team is based in Smokeytown, Victoria, Australia, and we're committed to serving the unique needs of local businesses like yours. At COLETEK, we take pride in our national presence and expertise, with a track record of delivering high-quality products and services that meet the demands of various industries. Our foundation in engineering allows us to approach problems from multiple angles, fostering collaboration and creativity. We're not just an engineering company – we're problem solvers, dedicated to empowering your business to succeed. With our roots firmly established in Smokeytown, Victoria, Australia, we're committed to supporting local businesses as they navigate the complexities of innovation. Whether you're looking to boost efficiency, enhance customer engagement, or develop a new product, our team is well-equipped to guide you through every stage of your project. We've operated throughout Australia, helping companies like yours overcome challenges and seize opportunities. What sets us apart? Our reliability lies in our multidisciplinary approach, combining the expertise of our engineers and product developers under one roof. This means we can tackle complex problems comprehensively, streamlining your project timeline and budget. We're a trusted partner in every sense of the word – reliable, collaborative, and always focused on delivering exceptional results. In Smokeytown, Victoria, Australia, success is built on strong relationships between local businesses, the community, and innovative companies like COLETEK. By partnering with us, you can tap into our collective expertise, ensuring your business remains competitive in an ever-evolving landscape. We're proud to serve businesses in Smokeytown, Victoria, Australia, and across the nation. If you're ready to take your vision to the next level, we invite you to explore how COLETEK can support your growth journey. Let's build something remarkable together.