AI & Machine Learning Services for Numbaa 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 Numbaa 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 Numbaa 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 Numbaa 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 business owner or technical decision-maker in Numbaa, New South Wales, Australia, you're likely looking for a reliable and innovative partner to help drive your operations forward. At COLETEK, we pride ourselves on being a multidisciplinary Australian engineering and product development company established in 2001. Our national reputation for trustworthiness, collaboration, and technical capability has earned us a spot as a leader in the industry. Based in Numbaa, New South Wales, Australia, our team is committed to serving businesses across this thriving area. We understand the unique challenges that come with operating in regional Australia, where strong local connections are essential for success. That's why we're dedicated to building long-term relationships with our clients, providing tailored engineering solutions that meet their specific needs. COLETEK's expertise spans a wide range of industries and disciplines, from research and development to manufacturing and implementation. Our team is driven by a passion for innovation and a commitment to delivering results-oriented solutions. We've earned a reputation for being responsive, reliable, and collaborative – values that are essential for any business looking to drive growth and improve operations. Throughout Australia, businesses in Numbaa, New South Wales, Australia and beyond have come to rely on COLETEK's expertise in engineering and product development. Our capability to design, develop, and implement innovative solutions has enabled our clients to stay ahead of the curve, navigate complex technical challenges, and drive their industries forward. In Numbaa, New South Wales, Australia, we're proud to support local businesses in their pursuit of excellence. Whether you're looking for engineering expertise, product development guidance, or simply a trusted partner to help you overcome technical challenges, COLETEK is here to help. We're committed to building meaningful relationships with our clients and delivering solutions that make a real difference. Let’s build something remarkable together.