AI & Machine Learning Services for Lake George 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 George 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 George 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 George 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 locally-established multidisciplinary Australian engineering and product development company based in Lake George, New South Wales, Australia, COLETEK has earned a reputation for reliability, collaboration, and capability. For over 20 years, our team of experts has been committed to delivering innovative solutions that support businesses across Lake George, New South Wales, Australia and throughout the country. With our roots firmly planted in Lake George, New South Wales, Australia, we understand the unique challenges and opportunities faced by local businesses. Our experienced engineers and product developers are dedicated to providing tailored assistance, empowering entrepreneurs and organizations to take their next step forward. As a trusted national player operating throughout Lake George, New South Wales, Australia, COLETEK offers unparalleled support for businesses in our community. What sets us apart is our emphasis on collaboration and partnership. We don't just develop products; we work closely with clients to understand their needs and goals. Our multidisciplinary approach allows us to tackle complex engineering and product development challenges head-on, applying our expertise to drive innovation and growth. Whether you're looking to optimize operations, improve customer satisfaction, or stay ahead of the competition, COLETEK's comprehensive capabilities can help. Whether operating in Lake George, New South Wales, Australia or further afield, businesses that partner with us benefit from our commitment to quality, reliability, and timely delivery. Our track record speaks for itself: we've developed innovative products and solutions that have made a real difference in people's lives. Now, it's your turn. Let us bring our expertise to the table, helping you drive success and growth. Let’s build something remarkable together.