AI & Machine Learning Services for Lane Cove North 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 Lane Cove North 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 Lane Cove North 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 Lane Cove North 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.

Proudly serving businesses across Lane Cove North, New South Wales, Australia, for over two decades, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. Our team of experts has been trusted by national clients to deliver innovative solutions that drive growth and reliability. Located at the heart of Lane Cove North, we are strategically placed to support local businesses like yours, offering tailored engineering and product development expertise to match your unique needs. As a renowned player in the industry, our reputation for delivering exceptional results is built on strong relationships with clients across New South Wales, Australia. What sets us apart is our focus on collaboration, capability, and consistency. Our experienced engineers and developers work closely with you to understand your goals, challenges, and aspirations, then craft solutions that meet your specific needs. From concept development to testing and implementation, we oversee every detail to ensure seamless integration. At COLETEK, we take pride in not only providing high-quality products but also delivering exceptional results for businesses operating throughout Lane Cove North, New South Wales, Australia. Our commitment to excellence has made us a trusted partner for local companies seeking innovative engineering and product development solutions that drive success. If you're looking for a reliable partner to help your business thrive in Lane Cove North, New South Wales, Australia, look no further than COLETEK. With our extensive experience, cutting-edge capabilities, and passion for delivering exceptional results, we are ready to collaborate with you, bring new ideas to the forefront, and propel your growth forwards.