AI & Machine Learning Services for Sydney 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 forSydney 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 Sydney 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 forSydney 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.

Trusted Partner for Sydney Businesses: COLETEK's Local Expertise and National Reach

In the heart of Australia, where urban excitement meets coastal charm, lies a hub of entrepreneurial spirit - Sydney, Sydney & Surroundings, New South Wales, Australia. And at the very core of this thriving business landscape is COLETEK, a trusted Australian company with extensive experience in supporting local businesses and communities.

As you navigate the complex world of commerce in Sydney, it's comforting to know that you can rely on a partner who truly understands the pulse of this dynamic region. With a deep understanding of the unique challenges and opportunities facing Sydney businesses, COLETEK is well-equipped to provide tailored support and guidance every step of the way.

We're proud to have established ourselves as a trusted name in Australian commerce, with a national presence that extends across urban centers like Sydney to regional communities. Our local presence allows us to stay attuned to the ever-changing landscape of industries and market trends, enabling us to deliver meaningful value to our clients.

At COLETEK, we believe that genuine trust is built on shared values and a commitment to transparency. We take pride in being an Australian company, rooted in local culture and community, yet equipped with the innovation and expertise necessary to navigate the modern business landscape. By choosing COLETEK, you're not just selecting a service provider - you're partnering with a trusted ally who will support your growth and development every step of the way.

So why wait? Reach out to COLETEK today and discover how our collective experience, national reach, and local expertise can benefit your Sydney-based business. Let's work together to build a brighter future for your company - one that is grounded in trust, innovation, and community.