AI & Machine Learning Services for Martindale 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 Martindale 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 Martindale 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 Martindale 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 business owner operating in Martindale, New South Wales, Australia, you understand the importance of reliable engineering and product development support to drive innovation and growth. At COLETEK, we're proud to be a multidisciplinary Australian company established in 2001, with a national reputation built on trust, collaboration, and capability. With our strong foundation in Martindale, New South Wales, Australia, we've been serving businesses across the region for many years, supporting their engineering and product development needs with tailored solutions. Our expertise spans multiple industries, ensuring that we can adapt to your unique requirements. Whether you're looking to bring a new idea to life or overcome technical challenges, our team is dedicated to delivering results that meet your unique goals. What sets us apart is our commitment to understanding the local business landscape in Martindale, New South Wales, Australia. We take the time to get to know your specific needs and concerns, allowing us to develop bespoke solutions that address your challenges head-on. Our national presence and reputation for excellence mean you can count on us to deliver projects efficiently, effectively, and with minimal risk. At COLETEK, we don't just talk about innovation – we live it every day. We believe that a collaborative approach is key to driving success, which is why we prioritize building strong relationships with our clients and partners in Martindale, New South Wales, Australia. Our team of experienced engineers and product developers is dedicated to finding creative solutions that meet your needs, not just checking boxes on a list. If you're looking for a trusted partner to help take your engineering or product development project to the next level in Martindale, New South Wales, Australia, look no further than COLETEK. With our expertise, creativity, and commitment to excellence, we'll work tirelessly to deliver results that exceed your expectations.