AI & Machine Learning Services for Lake Wendouree 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 Lake Wendouree 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 Lake Wendouree 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 Lake Wendouree 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.

We're delighted to serve businesses across Lake Wendouree, Victoria, Australia with reliable and innovative engineering and product development solutions. As a multidisciplinary Australian company established in 2001, we've built a reputation as trusted partners for our clients nationwide.

Based in Lake Wendouree, Victoria, Australia, our team is uniquely positioned to understand the unique needs of local industries and economies. We take pride in our collaborative approach, working closely with businesses to develop tailored solutions that meet their specific requirements. Whether you operate in the manufacturing, healthcare, or education sectors, we're committed to providing exceptional support throughout Australia.

At COLETEK, we don't just offer a range of services – we focus on building long-term relationships with our clients. Our expertise lies in delivering innovative engineering and product development solutions that drive results for your business. By leveraging our capabilities and expertise, you can rest assured that your project is in capable hands.

We recognize that every business is different, and our approach reflects this understanding. We take the time to understand your goals, challenges, and aspirations before developing a customized solution tailored to your needs. Our experienced team is well-equipped to handle projects of varying complexity and scale, from small-scale prototypes to large-scale industrial solutions.

As an expert in engineering and product development for businesses across Lake Wendouree, Victoria, Australia and throughout Australia, we're trusted by clients seeking reliable, collaborative, and innovative solutions. If you're looking for a partner that will work tirelessly to drive your success, look no further than COLETEK.