AI & Machine Learning Services for Lake Wellington 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 Wellington 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). 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 Wellington 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 Wellington 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.

At COLETEK, we're passionate about collaborating with businesses in Lake Wellington, Victoria, Australia to deliver innovative engineering and product development solutions that drive success. As a trusted Australian company established in 2001, our multidisciplinary team has earned a reputation for reliability, technical expertise, and exceptional client service. Based in Lake Wellington, Victoria, Australia, we proudly serve the local business community and operate throughout Australia, providing trusted partners for businesses looking to improve their operations, enhance their products, or develop new innovative solutions. Our capabilities extend from conceptual design to full-scale product development and manufacturing, ensuring that our clients receive integrated services tailored to their unique needs. When you partner with COLETEK, you can be confident that our experienced engineers will work closely with your team to understand your goals and challenges. We're dedicated to delivering bespoke engineering and product development solutions that drive real benefits for businesses in Lake Wellington, Victoria, Australia. Whether you're looking to improve processes, enhance products, or develop new opportunities, we'll work collaboratively with you every step of the way. As a company, COLETEK has built a strong reputation nationally across various industries, and we're committed to bringing that same level of expertise and dedication to businesses in Lake Wellington, Victoria, Australia. We understand the unique challenges facing local organizations and are well-positioned to provide tailored support for businesses serving this region. With COLETEK, you can expect exceptional technical capabilities, a commitment to collaboration, and unwavering dedication to delivering high-quality results that meet the specific needs of your business in Lake Wellington, Victoria, Australia. So why wait? Let's build something remarkable together: