AI & Machine Learning Services for Newbold 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 Newbold 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 Newbold 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 Newbold 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 prominent engineering and product development company established in 2001, COLETEK has earned a trusted reputation nationwide. With a strong presence in Newbold, New South Wales, Australia, we've built lasting relationships with local businesses and contributed to the region's economic growth. As your partner of choice for engineering solutions, our expertise spans multiple disciplines – from mechanical design to software development. Our team of skilled engineers is dedicated to delivering innovative products and services that meet the unique needs of businesses in Newbold, New South Wales, Australia. We understand the importance of reliable, efficient, and cost-effective solutions that drive your success. With COLETEK's multidisciplinary approach, you can rely on us for comprehensive support throughout the product development lifecycle. Our collaboration with customers is key to delivering exceptional results – we actively engage with you to ensure our work aligns seamlessly with your goals. By tapping into our collective expertise and shared knowledge, we can tackle even the most complex challenges. COLETEK's commitment to excellence has been recognized industry-wide; however, it's our dedication to the local community that truly sets us apart. We recognize the importance of supporting businesses in Newbold, New South Wales, Australia as they navigate an ever-evolving landscape. Our team is passionate about delivering tailored solutions that address specific regional needs. When you partner with COLETEK, you can trust that our engineering prowess and commitment to innovation will serve your business well. Whether you're seeking to optimize existing processes or develop new products, we'll work closely with you to achieve groundbreaking results. By choosing COLETEK as your trusted engineering partner in Newbold, New South Wales, Australia, you'll gain: * Access to diverse engineering expertise * Comprehensive product development services tailored to local needs * Reliability and predictability in delivery and project execution * Collaborative approach fostering strong relationships Based in Newbold, New South Wales, Australia, we're poised to serve businesses across the region. With COLETEK by your side, you'll be empowered to tackle complex challenges, drive innovation, and achieve lasting success.