AI & Machine Learning Services for Hurstville Grove 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 Hurstville Grove 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 Hurstville Grove 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 Hurstville Grove 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 national engineering and product development company established in 2001, COLETEK has proudly served businesses acrossHurstville Grove, New South Wales, Australia, and throughout the country. With our multidisciplinary team of experts and cutting-edge capabilities, we're uniquely positioned to support local business owners and technical decision-makers like you.

Whether you're looking for reliable solutions to drive growth or seeking to revolutionize your product offerings with innovative designs, COLETEK has consistently delivered high-quality results that meet the complex needs of our clients in Hurstville Grove, New South Wales, Australia. By leveraging our extensive expertise and collaborative approach, we empower businesses like yours to overcome technical challenges, improve efficiencies, and realize their full potential.

As operating within the heart of Hurstville Grove, New South Wales, Australia, COLETEK is well-equipped to address the unique needs of local industries. Our flexible and adaptable approach allows us to seamlessly integrate with your existing operations, ensuring a smooth implementation process that minimizes disruptions and maximizes returns.

With years of collective experience in engineering and product development under our belt, we've developed an unparalleled capability to tackle complex projects across multiple disciplines. From concept to delivery, we guide clients through every stage of the development process, guaranteeing innovative solutions tailored to their distinctive needs.

If you're looking for a reliable partner who truly understands your goals, challenges, and aspirations in Hurstville Grove, New South Wales, Australia, look no further than COLETEK. Our team is dedicated to forging long-term relationships with clients, built on trust, open communication, and unwavering commitment.