AI & Machine Learning Services for Merewether Heights 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 Merewether Heights 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 Merewether Heights 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 Merewether Heights 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 trusted national player in the engineering and product development sector, COLETEK is proud to support businesses in Merewether Heights, New South Wales, Australia. With over two decades of experience since our inception in 2001, we've built a strong reputation for delivering tailored solutions that meet the unique needs of local entrepreneurs and business owners.

As a multidisciplinary Australian engineering and product development company, COLETEK is well-equipped to collaborate with businesses across Merewether Heights, New South Wales, Australia on a wide range of projects. Our team of experts is dedicated to providing reliable, effective solutions that drive innovation and growth for organizations in our region.

We take pride in being based in Merewether Heights, New South Wales, Australia, allowing us to develop a deep understanding of the local market and its needs. By leveraging this knowledge, we're able to offer bespoke engineering and product development services that cater specifically to the demands of businesses operating throughout Australia – including those in and around Merewether Heights.

At COLETEK, we believe that long-term success is built on strong relationships and a commitment to collaboration. As such, we prioritize open communication, transparency, and a willingness to adapt to changing needs. Whether you're looking to develop new products, streamline processes, or overcome technical challenges, our team is ready to work with yours to achieve remarkable results.

We invite businesses in Merewether Heights, New South Wales, Australia to partner with us on their most important projects. By combining our capabilities with your expertise, we're confident that together, we can build something truly remarkable – a solution that drives growth, improves operations, and sets your organization apart from the competition.