AI & Machine Learning Services for Erina Heights 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 Erina Heights 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 Erina Heights 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 Erina Heights 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 trusted and innovative multidisciplinary engineering and product development company established in 2001, COLETEK has been serving businesses across Erina Heights, New South Wales, Australia for nearly two decades. Our heritage is built on delivering unparalleled reliability, collaboration, and capability to our clients.

We take pride in being a nationally recognized leader in the engineering and product development space. Based in Erina Heights, New South Wales, Australia, we focus on empowering local businesses like yours with tailored solutions that address your unique challenges. With extensive experience operating throughout Australia, we've developed a deep understanding of the region's diverse industries, needs, and regulatory environments.

COLETEK is more than just an engineering firm – we're a trusted partner for businesses seeking to bring innovative products or services to life. Through our comprehensive approach, we've helped numerous local clients in Erina Heights, New South Wales, Australia and beyond overcome technical hurdles, streamline operations, and thrive in today's fast-paced marketplace.

Whether you're looking to develop new products, optimize existing processes, or create innovative digital experiences, COLETEK is poised to help. Our multidisciplinary team of experts brings together diverse skills and expertise to address your specific needs. Operating throughout Erina Heights, New South Wales, Australia, we're committed to delivering results that drive business success.

As you navigate the complexities of Erina Heights, New South Wales, Australia's ever-evolving industry landscape, you can count on COLETEK's unwavering dedication to reliability, collaboration, and capability. With a strong reputation nationally and extensive experience locally, we're well-equipped to serve businesses across Erina Heights, New South Wales, Australia.