AI & Machine Learning Services for Box Head 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 Head 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 Head 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 Head 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're proud to be a multidisciplinary Australian engineering and product development company established in 2001. Our reputation is built on delivering innovative solutions that drive business success, and our commitment to reliability, collaboration, and capability has earned us trust nationwide. Today, we're honored to serve businesses across Box Head, New South Wales, Australia, offering comprehensive support to help them overcome challenges and capitalize on opportunities. Based in Box Head, New South Wales, Australia, COLETEK operates throughout the nation, with a deep understanding of the unique needs and complexities driving industries and communities. Our team of experts has extensive experience in engineering and product development, providing unparalleled expertise that is both responsive and proactive. By leveraging our national reputation for excellence, we empower local businesses like yours to thrive in an ever-changing market. At COLETEK, we're passionate about building strong relationships with clients, understanding their objectives, and working closely with them to shape customized solutions that achieve remarkable results. Whether you're seeking engineering support, product development expertise, or tailored consulting services, our trusted professionals are dedicated to your success. As a valued partner for businesses in Box Head, New South Wales, Australia, we're committed to helping you navigate the challenges of an increasingly complex marketplace. In a fast-paced environment where competition is intense, it's essential to collaborate with a reliable partner that can help drive innovation and growth. At COLETEK, our engineering expertise and product development capabilities combined provide the perfect foundation for your business to flourish in Box Head, New South Wales, Australia. By working together, we'll unlock new opportunities and create a brighter future for you and your organization.