AI & Machine Learning Services for Corlette 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 Corlette 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 Corlette 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 Corlette 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 leading multidisciplinary engineering and product development company based in Corlette, New South Wales, Australia, we've had the privilege of serving businesses across the region and throughout Australia since 2001. Our team has earned a reputation for delivering innovative, reliable, and effective solutions that meet the unique challenges faced by local industries. Operating from Corlette, New South Wales, Australia allows us to closely engage with our clients, understanding their specific needs and aspirations. We've developed strong relationships with businesses across various sectors, enabling us to provide tailored support that drives growth, boosts efficiency, and enhances competitiveness. By partnering with COLETEK, companies in Corlette, New South Wales, Australia can tap into our collective expertise, experience, and resources. Our commitment to collaboration is reflected in the way we work closely with clients to identify and tackle their key challenges. We pride ourselves on our ability to listen actively, provide insightful counsel, and collaborate seamlessly to find the most effective solutions. Our multidisciplinary approach combines engineering, product development, and technical expertise, ensuring that our solutions are comprehensive, innovative, and practical. As a trusted national player in the engineering and product development scene, we've honed our skills over years of operation within Corlette, New South Wales, Australia. Our experience has taught us the importance of building strong relationships with local businesses, understanding their unique circumstances, and adapting our solutions to meet their needs. By serving as a reliable partner for companies in Corlette, New South Wales, Australia, we're proud of the role we play in driving regional economic growth and prosperity. At COLETEK, we believe that effective engineering and product development are not just about designing innovative solutions but also about ensuring they're delivered reliably, efficiently, and sustainably. Our focus on capability, collaboration, and reliability enables us to deliver high-quality outcomes that meet the specific needs of businesses across Corlette, New South Wales, Australia. As your trusted partner in engineering and product development, we invite you to explore how our services can support your business goals. Whether you're looking to drive innovation, enhance competitiveness, or simply solve complex technical challenges, we're here to help. Contact us today to learn more about how COLETEK can assist you in Corlette, New South Wales, Australia.