AI & Machine Learning Services for Minchinbury 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 Minchinbury 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 Minchinbury 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 Minchinbury 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.

Located in the heart of Minchinbury, New South Wales, Australia, COLETEK has established itself as a trusted partner for businesses across the region. Established in 2001, our multidisciplinary engineering and product development company prides itself on its national reputation for innovation, reliability, and collaborative approach.

As a respected authority in Minchinbury, New South Wales, Australia's local business landscape, COLETEK has developed an impressive portfolio of success stories across various industries. Our expertise lies in empowering businesses to achieve their goals through the creation of cutting-edge products and solutions that drive growth and profitability.

We take pride in being part of the Minchinbury community, with a deep understanding of its unique challenges and opportunities. By embracing collaboration and incorporating the latest technological advancements into our services, we support local businesses like yours to thrive and succeed. Our commitment is unchanged: to serve as a valued partner, ensuring that every project undertaken yields measurable results.

In this era of rapid change, it's crucial for businesses in Minchinbury, New South Wales, Australia to make informed decisions about their future. By leveraging COLETEK's capabilities, you'll gain the competitive edge needed to stay ahead of the curve. Our team of experienced engineers and product developers is dedicated to delivering tailored solutions that meet your specific needs, streamlining processes, and empowering innovation.

We believe in building long-lasting relationships with our clients, grounded on mutual trust, open communication, and a shared passion for results-driven outcomes. As we continue to operate throughout Australia, our Minchinbury office remains at the forefront of our national operations, serving as a hub for regional excellence.