AI & Machine Learning Services for Red 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 Red 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 Red 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 Red 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 based in Red Head, New South Wales, Australia, where we've had the pleasure of serving businesses across this picturesque coastal town. With over 20 years of experience as a multidisciplinary Australian engineering and product development company established in 2001, our reputation for delivering reliable and innovative solutions has earned us national recognition.

We're not just experts in engineering products; we're also dedicated to building strong relationships with local businesses and leaders throughout Red Head, New South Wales, Australia. By understanding your unique needs and challenges, collaborating closely with you, and applying our wealth of knowledge and expertise, we'll help you overcome obstacles and seize new opportunities.

COLETEK's multidisciplinary team of engineers, designers, and technical professionals operate throughout the country, including in Red Head, New South Wales, Australia. We're passionate about combining engineering know-how with strategic thinking to create customized solutions that enhance your business operations, improve efficiency, or drive growth.

We take great pride in our ability to navigate complex projects, providing end-to-end support from concept development to implementation and maintenance. By drawing upon our extensive experience and expertise, we'll ensure your vision becomes a reality, exceeding expectations with reliability, precision, and dedication.

If you're looking for trusted engineering partners committed to delivering exceptional results in Red Head, New South Wales, Australia, look no further. Our team is keenly aware of the local context, market dynamics, and industry trends in this region. By partnering with us, you'll gain access to a wealth of knowledge, cutting-edge capabilities, and a relentless drive for excellence.

As a business leader or decision-maker based in Red Head, New South Wales, Australia, you deserve more than just another engineering company. You need partners who truly understand your local landscape; who share your vision, values, and goals; and who can help you overcome the unique challenges that come with operating in this region.