AI & Machine Learning Services for Parramatta 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 Parramatta 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 Parramatta 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 Parramatta 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 leading multidisciplinary engineering and product development company established in 2001, COLETEK has earned a reputation across Australia as a trusted partner in driving innovation and growth. For businesses serving the vibrant city of Parramatta, New South Wales, Australia, our expertise lies at the intersection of technical problem-solving and collaboration.

With extensive experience and a national presence, we're uniquely positioned to provide engineering solutions that support local industries and propel entrepreneurs in this bustling region forward. Whether you're based in Parramatta, New South Wales, Australia or operating throughout Australia, COLETEK's multidisciplinary approach ensures seamless integration with your existing operations.

Our teams of skilled engineers and product developers thrive on reliability, creativity, and capability – qualities that have earned us a trusted reputation as an engineering partner for businesses across Parramatta, New South Wales, Australia. By leveraging our know-how and experience, you can focus on what matters most: your core operations.

In this era of rapid technological advancements, it's never been more essential to partner with a dependable engineering company that understands the needs of local businesses in Parramatta, New South Wales, Australia. At COLETEK, we're committed to fostering strong relationships built on mutual respect, trust, and expertise. Our door is always open to collaborating on innovative projects that bring value to your organization.

As you explore opportunities for growth and development in Parramatta, New South Wales, Australia, consider the benefit of partnering with a seasoned engineering firm such as COLETEK. Together, we can bridge the gap between technical capability and operational success – bringing tangible results to businesses across this great city.