AI & Machine Learning Services for Lake Haven 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 Haven 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 Haven 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 Haven 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 valued business in Lake Haven, New South Wales, Australia, you deserve to partner with a trusted and experienced engineering and product development company that understands your unique challenges. That's where COLETEK comes in – a multidisciplinary Australian company established in 2001, dedicated to delivering innovative solutions that drive results. With extensive experience serving businesses across Lake Haven, New South Wales, Australia, we've developed a deep understanding of the local market and its specific needs. Our team of experts operates throughout Australia, working closely with clients to develop custom engineering solutions that meet their distinct requirements. Whether you're seeking assistance with product development, process optimization, or supply chain management, COLETEK is here to support your success. At COLETEK, we pride ourselves on our ability to collaborate and adapt, leveraging our expertise in various domains to tackle the most complex challenges. Our commitment to reliability means that you can count on us for dependable solutions and a consistent, high-quality outcome. By working together with our team of talented engineers and product developers, we'll help you overcome any obstacles and achieve your goals. Throughout Australia, including Lake Haven, New South Wales, Australia, our reputation as a trusted partner in innovation has earned us a coveted spot among the nation's top engineering firms. Our expertise spans multiple industries, giving us the versatility to accommodate diverse client needs. What sets us apart is our passion for delivering exceptional results that benefit both our clients and the broader community. If you're looking for a trusted ally to support your business in Lake Haven, New South Wales, Australia, look no further than COLETEK. Our commitment to excellence, reliability, and collaboration makes us an ideal partner for organizations of all sizes, from local startups to national industry leaders. Let's build something remarkable together.