AI & Machine Learning Services for Garland 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 Garland 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 Garland 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 Garland 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 trusted multidisciplinary engineering and product development company established in 2001, COLETEK has built a reputation as a reliable and innovative partner for businesses across Australia. Our expertise goes beyond just providing technical solutions; we pride ourselves on fostering long-term collaboration with clients to help them achieve their goals. Located in Garland, New South Wales, Australia, our team is dedicated to delivering exceptional results for local organizations, just like yours. With a national footprint that spans the nation, COLETEK is well-positioned to provide support and guidance whenever you need it. Whether you're based in Garland or operating throughout Australia, we're committed to being your go-to partner for all things engineering and product development. At COLETEK, we believe that our success is directly tied to the success of our clients. That's why we focus on building strong relationships, sharing knowledge, and applying our collective capabilities to help you overcome any challenges you may face. Our expertise spans multiple disciplines, including engineering, manufacturing, and product design – all underpinned by a deep understanding of the local market. When you partner with COLETEK, you can count on us to bring a unique blend of national scope and local knowledge to the table. We understand the Garland community as much as we understand the needs of businesses operating across Australia. Our team is equipped to tackle complex problems and develop innovative solutions that will help you stay ahead of the curve. For businesses in Garland, New South Wales, Australia seeking trusted partners for their engineering and product development needs, COLETEK is the go-to choice. We are committed to delivering exceptional results while fostering a collaborative environment that benefits our clients and local community as a whole. Let’s build something remarkable together.