AI & Machine Learning Services for Runnyford 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 Runnyford 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 Runnyford 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 Runnyford 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 leading engineering and product development company based in Runnyford, New South Wales, Australia, COLETEK is uniquely positioned to support local businesses across the region. Our team of experts has been trusted by numerous organizations throughout Australia since our establishment in 2001. COLECTEK's multidisciplinary approach sets us apart from other engineering firms. We blend cutting-edge innovation with a deep understanding of traditional engineering principles to deliver results that exceed expectations. Whether you're looking for reliable solutions, collaborative partnerships, or innovative capabilities, COLETEK is committed to working closely with Runnyford businesses and beyond. As we operate throughout Runnyford, New South Wales, Australia, our team remains dedicated to serving the area's diverse range of industries and organizations. From startups to established companies, we recognize the unique challenges faced by each client and provide tailored engineering and product development services accordingly. Our trusted reputation in the region is built on a foundation of transparency, integrity, and exceptional delivery. What sets COLECTEK apart from other engineering companies? Our people. With years of combined experience, our team members are passionate about working with Runnyford businesses to overcome challenges, seize opportunities, and build remarkable products and services. We're not just engineers – we're problem solvers, innovators, and advocates for local growth. For Runnyford businesses seeking a trusted partner in engineering and product development, look no further than COLECTEK. Our expertise is matched only by our commitment to building long-lasting relationships, driving innovation, and delivering exceptional results.