AI & Machine Learning Services for Batehaven 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 Batehaven 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 Batehaven 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 Batehaven 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has a long history of delivering innovative solutions to businesses across Batehaven, New South Wales, Australia. Our reputation as one of the country's trusted national providers of engineering and product development expertise is built on our ability to collaborate closely with clients and offer bespoke approaches that meet their unique needs. Based in Batehaven, New South Wales, Australia, we operate throughout the region, serving businesses in this thriving community. Whether you're a seasoned entrepreneur or just starting out, our team has the capability and reliability to support your growth and evolution. With COLETEK on your side, you can rest assured that your project is in good hands – from conceptualization to launch and beyond. We take pride in being more than just an engineering and product development company; we're a strategic partner for businesses in Batehaven, New South Wales, Australia. By leveraging our extensive experience, innovative thinking, and cutting-edge capabilities, we help entrepreneurs, small businesses, and corporations alike navigate complex challenges and seize new opportunities. By partnering with COLETEK, you'll benefit from our multidisciplinary approach that brings together experts in engineering, design, and product development. Whether you're looking to launch a new product, optimize your manufacturing process, or develop innovative solutions for your industry, we've got the expertise and resources to support your goals. As a trusted partner for businesses in Batehaven, New South Wales, Australia, COLETEK is committed to helping you achieve your vision. Our team of engineers and product developers are dedicated to delivering results-driven solutions that meet your unique needs and exceed your expectations.