AI & Machine Learning Services for New Valley 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 New Valley 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 New Valley 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 New Valley 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.

For businesses in New Valley, New South Wales, Australia seeking innovative and reliable solutions, COLETEK is the trusted engineering partner of choice. As a multidisciplinary Australian engineering and product development company established back in 2001, we're proud to offer our expertise to organizations across this region. Our wealth of knowledge and passion for innovation have enabled us to build long-lasting relationships with companies throughout Australia, including those in New Valley, New South Wales, Australia. We understand the unique challenges faced by local businesses and leverage our broad technical capabilities to develop custom solutions tailored to their specific needs. What sets COLETEK apart is our commitment to collaboration and reliability. Our experienced team is dedicated to understanding your goals and working closely with you to deliver results that exceed expectations. Whether you're looking to enhance an existing product, create a new innovation, or streamline operational processes, our engineering prowess is ready to serve. At COLETEK, we've built a reputation as a reliable partner for businesses aiming to achieve growth through the adoption of innovative technologies and best practices. By leveraging our multidisciplinary expertise, you can be confident that your projects are in capable hands – supported by experienced professionals who speak your language, operating right here in New Valley, New South Wales, Australia. When you partner with COLETEK, you get access to a broad range of skills and experience, all focused on delivering exceptional results for your business. We're committed to helping businesses across this region thrive through the application of innovative ideas, reliable engineering, and collaborative teamwork. So why wait? Let COLETEK's expertise be your guide as we work together to drive success in New Valley, New South Wales, Australia – a place where innovation, collaboration, and a relentless pursuit of excellence go hand-in-hand. Let's build something remarkable together.