AI & Machine Learning Services for Burringbar 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 Burringbar 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 Burringbar 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 Burringbar 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 company proud of our Australian heritage and commitment to innovation, COLETEK is thrilled to serve businesses across Burringbar, New South Wales, Australia. Established in 2001 as a multidisciplinary engineering and product development company, we've earned a reputation for delivering reliable solutions that meet the unique needs of local industries. With expertise spanning multiple sectors, including manufacturing, energy, mining, defence, and more, our team is well-equipped to partner with businesses in Burringbar, New South Wales, Australia, like yours. By listening attentively to your goals, challenges, and aspirations, we collaborate closely to co-create innovative products and processes that drive success. As a trusted national player, COLETEK operates throughout Australia, serving clients from various locations, including Burringbar, New South Wales, Australia. Our extensive experience has positioned us as a go-to engineering partner for numerous businesses seeking cutting-edge solutions that enhance their competitive edge. By capitalizing on our collective expertise and staying abreast of industry trends, we empower businesses in Burringbar, New South Wales, Australia to thrive. At COLETEK, we're not just engineers – we're dedicated professionals who pride ourselves on fostering strong relationships with our clients. With a relentless focus on collaboration, creativity, and capability, we enable businesses in Burringbar, New South Wales, Australia to overcome complex challenges, seize opportunities, and grow their operations. As you navigate the ever-evolving landscape of business in Burringbar, New South Wales, Australia, consider partnering with a partner that truly understands your needs. COLETEK is committed to delivering exceptional results, leveraging our national reputation for engineering excellence, to support businesses across Burringbar, New South Wales, Australia and beyond. Now it's your turn – let's build something remarkable together!