AI & Machine Learning Services for Coalville 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 Coalville 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 Coalville 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 Coalville 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.

Coletek is proud to serve businesses across Coalville, Victoria, Australia, and throughout the nation. As a multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation for reliability, innovation, and trusted collaboration.

Since our inception, Coletek has been committed to delivering exceptional results for our clients. Whether it's developing cutting-edge products or providing expert engineering solutions, our team is dedicated to helping businesses like yours succeed. And no matter where you're based in Coalville, Victoria, Australia – or indeed, anywhere across the country – we're here to support your operations and help drive growth.

Our capabilities know no bounds – neither does our reach. From concept through to production, Coletek has the expertise to bring your ideas to life. We take pride in building long-term partnerships with our clients, fostering open communication, and leveraging our collective ingenuity to overcome even the most complex challenges. And with our strong national presence, we're always just a phone call away – whether you're based in Coalville, Victoria, Australia or working remotely throughout the country.

At Coletek, we believe that collaboration is the key to remarkable achievements. That's why we invest heavily in understanding your unique needs and goals, tailoring our approach to meet your specific requirements. Our engineering prowess combined with your vision can yield truly transformative results – and it all starts with building a strong foundation.

So whether you're seeking expert guidance on product development, innovative solutions for manufacturing, or simply dependable partners to help drive your business forward, look no further than Coletek. We're the trusted name in Australian engineering and product development – and we're here to bring that expertise to Coalville, Victoria, Australia and beyond.