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 forHatfield 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 forHatfield 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.

Serving Hatfield, South Central, New South Wales, Australia: Your Partner in Growth and Success

As a thriving town in the heart of New South Wales, Hatfield is an integral part of the region's economic ecosystem. Here at COLETEK, we pride ourselves on being a trusted Australian company that understands the unique needs of local businesses like yours. Our extensive experience and national reach ensure that we can provide tailored support to help you succeed in today's competitive marketplace. Over the years, we've developed a reputation for delivering innovative solutions that drive growth and prosperity for businesses across Hatfield and South Central regions. Our commitment to trust, innovation, and local presence has allowed us to build long-term relationships with our clients, understanding their distinct challenges and needs. This unique understanding enables us to craft personalized strategies that propel your business forward. At COLETEK, we don't just operate in the community; we're deeply rooted within it. We're dedicated to serving Hatfield, South Central, New South Wales, Australia, because we believe in its potential for prosperity and progress. Our team is composed of local experts who know what drives this region's economy and can help your business thrive amidst the unique challenges and opportunities that arise. As a valued partner in the community, we're passionate about empowering Hatfield's businesses with the tools and expertise they need to succeed. From innovative marketing solutions to cutting-edge technology implementations, we offer a holistic approach designed to enhance your competitiveness and drive long-term growth. By working closely with local entrepreneurs, professionals, and artisans, we aim to create a more resilient and inclusive economic ecosystem that benefits both individual businesses and the community as a whole. At COLETEK, we're committed to being a trusted ally in Hatfield's economic landscape. Whether you're just starting out or seeking to grow your existing business, our team is here to listen, understand, and provide expert guidance. We're proud to serve Hatfield, South Central, New South Wales, Australia, and we look forward to working with local heroes like you. Contact Us