AI & Machine Learning Services for Box Ridge 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 Box Ridge 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 Box Ridge 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 Box Ridge 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.

At COLETEK, we've built a reputation as one of Australia's most trusted and innovative engineering and product development companies since 2001. Our multidisciplinary team is dedicated to providing world-class solutions that drive success for businesses in Box Ridge, New South Wales, Australia and throughout the country. We're proud to offer our expertise to Box Ridge-based organizations, helping them overcome challenges, unlock opportunities, and achieve their goals. Our experience and innovation allow us to operate seamlessly across various industries, ensuring that our clients receive the best possible outcomes. Whether you're a local entrepreneur or an established business in the region, we're committed to being your trusted partner. As a leading Australian engineering and product development company, we've earned a national reputation for our reliability, collaboration, and capability. Our commitment to quality and dedication to delivering exceptional results have made us the go-to choice for businesses seeking innovative solutions to drive growth. We take pride in serving businesses across Box Ridge, New South Wales, Australia, helping them solve complex problems and seize new opportunities. In Box Ridge, you'll find a thriving community of entrepreneurs, innovators, and professionals who value collaboration, creativity, and results-driven approach. We're proud to be part of that ecosystem, working closely with local businesses to understand their unique needs and challenges. Our team is well-versed in the specific requirements of Box Ridge's industries, including [list relevant industries if any]. This deep understanding enables us to deliver tailored solutions that drive real value for our clients. In this era of rapid technological advancements, it's essential to have a trusted partner who can help your business stay ahead. Look no further than COLETEK. Our team is dedicated to serving businesses in Box Ridge, New South Wales, Australia and across the nation, providing innovative products, services, and engineering solutions that set our clients up for lasting success.