AI & Machine Learning Services for Hatfield 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 Hatfield 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 Hatfield 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 Hatfield 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 local business owner or technical decision-maker in Hatfield, New South Wales, Australia, you understand the importance of having a reliable and innovative partner to support your operations. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001.

With years of experience and a reputation for delivering top-notch results, we've earned the trust of businesses throughout Australia, including Hatfield. Our team of experts is dedicated to understanding your unique challenges and developing tailored solutions that meet your needs. Whether you're looking to improve your processes, enhance your products, or drive growth, we're here to help.

As a company with deep roots in Australian engineering and innovation, COLETEK is proud to operate throughout the country, including Hatfield, New South Wales, Australia. Our local presence means that we can quickly respond to changes in your business environment, ensuring that our solutions remain relevant and effective. By partnering with us, you'll benefit from unrivaled expertise, cutting-edge technology, and a commitment to excellence.

When you work with COLETEK, you can rely on our collaborative approach, which emphasizes open communication, mutual understanding, and shared goals. We're committed to building long-lasting relationships with our clients, founded on trust, respect, and a deep appreciation for the challenges you face in Hatfield, New South Wales, Australia.

In today's fast-paced business landscape, it's crucial to have a trusted partner that can adapt to changing circumstances. At COLETEK, we're dedicated to staying ahead of the curve, leveraging our expertise in engineering and product development to help businesses like yours thrive in Hatfield, New South Wales, Australia and beyond.