AI & Machine Learning Services for Bathampton 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 Bathampton 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 Bathampton 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 Bathampton 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. With our national reputation for reliability, collaboration, and capability, we've earned the trust of businesses throughout Australia, including those based in Bathampton, New South Wales, Australia. Our team is dedicated to helping local companies like yours succeed by providing innovative solutions that meet their unique needs. As a company with extensive experience in product development and engineering, we understand the importance of working closely with our clients to deliver tailored results. Whether you're seeking expertise in design, prototyping, testing, or manufacturing, our skilled professionals are committed to helping you overcome any challenge that stands between your vision and reality. Operating throughout Bathampton, New South Wales, Australia, our focus is on enabling businesses to achieve their goals by leveraging our engineering and product development capabilities. At COLETEK, we recognize the value of building strong relationships with local businesses in Bathampton, New South Wales, Australia. By working together, we can identify opportunities for growth, address challenges head-on, and create lasting solutions that drive success. As a trusted partner, we're committed to providing a responsive and flexible approach to engineering and product development, ensuring that your unique needs are always at the forefront of our work. In our role as a company operating throughout Bathampton, New South Wales, Australia, COLETEK is dedicated to supporting the local business community by delivering results-driven solutions that exceed expectations. Our national reputation for reliability, collaboration, and capability sets us apart as a trusted partner for businesses seeking engineering and product development expertise. By partnering with COLETEK, you can rely on our team of experts based in Bathampton, New South Wales, Australia to deliver innovative, effective solutions that meet your unique needs. Whether you're exploring new opportunities or addressing ongoing challenges, we're committed to helping you achieve success by leveraging our engineering and product development capabilities.