AI & Machine Learning Services for Newnes Plateau 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 Newnes Plateau 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 Newnes Plateau 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 Newnes Plateau 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.

Coletek is proud to serve the businesses of Newnes Plateau, New South Wales, Australia, providing innovative and reliable engineering solutions. As a multidisciplinary Australian engineering and product development company established in 2001, we have earned a trusted national reputation for our expertise, creativity, and collaboration.

Nestled within the scenic backdrop of the Blue Mountains, businesses in Newnes Plateau, New South Wales, Australia rely on us to deliver tailored solutions that address their unique challenges. Our team of skilled engineers and product developers draws on extensive experience and cutting-edge technologies to develop innovative products and services that meet our clients' needs.

We understand that the modern business landscape is dynamic and ever-changing, which is why we're dedicated to staying ahead of the curve. Based in Newnes Plateau, New South Wales, Australia, our proximity to local businesses allows for regular face-to-face interactions, fostering open communication, trust, and long-term relationships.

Coletek's commitment to reliability, capability, and collaboration has earned us a reputation as a trusted partner for businesses across Newnes Plateau, New South Wales, Australia. We're not just an engineering company – we're your reliable problem-solver, dedicated to delivering exceptional results that drive your business forward.

Operating throughout the country, we've established ourselves as a go-to solution for businesses looking to overcome complex challenges, from product development and manufacturing solutions to supply chain optimization and more. Our team is equipped to tackle a wide range of projects, ensuring that our expertise can be leveraged to support entrepreneurs and business owners in Newnes Plateau, New South Wales, Australia.

In today's fast-paced world, businesses in Newnes Plateau, New South Wales, Australia need partners who can keep up with the pace. Our commitment to ongoing innovation, professional development, and quality ensures that we're always ready to take on new challenges and deliver results that exceed our clients' expectations.