AI & Machine Learning Services for Fifield 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 Fifield 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 Fifield 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 Fifield 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 multidisciplinary Australian engineering and product development company, established in 2001, COLETEK is proud to be operating throughout Fifield, New South Wales, Australia. We take pride in our reputation as trusted advisors, experts who deliver innovative solutions and reliable outcomes for our clients.

Our team has a deep understanding of the unique challenges faced by businesses in Fifield, from agriculture and mining to small-scale manufacturing. By working closely with local industries, we've developed expertise in addressing their specific needs, ensuring that our innovative products and engineering services support the growth and success of their operations. Based in Fifield, New South Wales, Australia, our national perspective allows us to draw on extensive experience across multiple sectors, offering a broad range of benefits to Fifield-based businesses.

At COLETEK, we're committed to collaboration, reliability, and capability – three essential pillars that underpin all our work. Whether you're seeking consulting or research assistance, engineering solutions, or tailored product development services, our dedicated team is poised to deliver high-quality outcomes that exceed your expectations. With our expertise in multidisciplinary engineering and product development, Fifield-based businesses can trust that we'll handle their challenges with professionalism and a thorough understanding of the local context.

In Fifield, New South Wales, Australia, success often hinges on adaptability, resilience, and a willingness to innovate. COLETEK embodies these qualities in all our work, from initial consultation through design, prototyping, testing, and deployment. As we support businesses across Fifield, New South Wales, Australia, we're driven by the same values of collaboration, reliability, and capability that have earned us our reputation as a trusted nationwide engineering and product development partner.