AI & Machine Learning Services for Lakes And Wilderness 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 Lakes And Wilderness 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 Lakes And Wilderness 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 Lakes And Wilderness 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a trusted national reputation for delivering reliable solutions that meet the unique needs of businesses across Lakes & Wilderness, Victoria, Australia. Our team's expertise spans multiple disciplines, allowing us to tackle complex projects with ease, providing local business owners and technical decision-makers with peace of mind. Based in Lakes & Wilderness, Victoria, Australia, we're proud to serve as a steadfast partner for companies seeking innovative engineering solutions. Whether you're an established player or an emerging startup, COLETEK's collaborative approach and commitment to understanding your specific goals ensure that our work aligns with yours. We've had the privilege of supporting businesses across Lakes & Wilderness, Victoria, Australia and throughout Australia, building long-term relationships built on trust, transparency, and a shared passion for delivering exceptional results. At COLETEK, we're not just engineers – we're problem solvers, thinkers, and doers. Our focus lies in developing custom engineering solutions that drive growth, increase efficiency, and enhance overall performance. We believe that innovation is the key to unlocking new possibilities, which is why we're committed to continually pushing the boundaries of what's possible. By working with COLETEK, you can tap into our expertise, experience, and capabilities to create cutting-edge products that meet the unique needs of your business. As a local company serving businesses across Lakes & Wilderness, Victoria, Australia, we take pride in being part of the community we serve. We understand the distinct challenges and opportunities facing companies in this area, from leveraging new technologies to optimizing operational efficiency. Our goal is to empower these businesses by providing solutions that address their specific needs, helping them stay ahead of the competition. So why choose COLETEK? Because when it comes to delivering trusted, reliable engineering solutions, our reputation speaks for itself. We've built a legacy of innovation and collaboration, earning loyalty from clients across Lakes & Wilderness, Victoria, Australia and beyond. Whether you're looking to revamp your operations, optimize performance, or explore new technologies, we're ready to partner with you every step of the way. Let’s build something remarkable together.