AI & Machine Learning Services for Beaconsfield 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 Beaconsfield 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 Beaconsfield 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 Beaconsfield 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.

Located at the heart of Beaconsfield, New South Wales, Australia, COLETEK is a multidisciplinary Australian engineering and product development company established in 2001. With our national reputation built on trust and innovation, we're proud to serve businesses across Beaconsfield, New South Wales, Australia and throughout Australia.

As a company with extensive experience in engineering and product development, we've developed a unique capability that enables us to drive innovation and deliver reliable solutions for clients. Our expertise spans multiple disciplines, allowing us to tackle complex projects and provide comprehensive support to businesses of all sizes in Beaconsfield, New South Wales, Australia.

We're proud to be based in Beaconsfield, New South Wales, Australia, where we've built strong relationships with local businesses and organizations. Our commitment to collaboration and expertise enables us to develop tailored solutions that meet the specific needs of our clients. By choosing COLETEK, you can rest assured that you'll receive reliable support throughout your project.

Whether you're looking to bring a new product to market or seeking to enhance your operations efficiency, we're here to guide you every step of the way. Our team is dedicated to delivering exceptional results that exceed our clients' expectations. When it comes to engineering and product development in Beaconsfield, New South Wales, Australia, COLETEK is the trusted partner you can rely on.

If you're looking for a company that truly understands your needs and can deliver custom-engineered solutions, look no further than COLETEK. We've earned our reputation through years of dedication to excellence and a commitment to serving businesses across Beaconsfield, New South Wales, Australia and beyond.