AI & Machine Learning Services for Upper 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 Upper 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 Upper 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 Upper 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 thriving community nestled in the heart of New South Wales, Upper Burringbar is home to a diverse range of businesses that drive innovation and growth. At COLETEK, we're proud to be a trusted partner for local entrepreneurs and industry leaders alike. With over two decades of experience as a multidisciplinary Australian engineering and product development company established in 2001, our team has earned a reputation for delivering cutting-edge solutions that empower businesses across Upper Burringbar, New South Wales, Australia. We've developed a deep understanding of the unique challenges facing Upper Burringbar's business community. By leveraging our extensive expertise in engineering and product development, we help local companies overcome obstacles and capitalize on opportunities. As a result, our clients can focus on what they do best – growing their business and serving their customers. At COLETEK, innovation is at the heart of everything we do. Our team includes some of Australia's most talented engineers, researchers, and product developers who share a passion for pushing the boundaries of what's possible. By combining our collective expertise with a deep appreciation for the unique needs of Upper Burringbar, New South Wales, Australia businesses, we've built a reputation for delivering reliable solutions that meet the highest standards. Whether you're a well-established business or an ambitious startup, COLETEK is committed to partnering with you to drive growth and success. Our team will work closely with you to understand your goals, identify opportunities, and develop tailored engineering and product development solutions that align with your unique needs. By operating throughout Upper Burringbar, New South Wales, Australia and beyond, we've earned a national reputation for trustworthiness, collaboration, and capability. In Upper Burringbar, New South Wales, Australia, it's clear that businesses thrive when they're surrounded by supportive partners who understand the local landscape. At COLETEK, we're dedicated to serving as your go-to engineering and product development partner – one that will help you overcome challenges, capitalize on opportunities, and drive remarkable growth.