AI & Machine Learning Services for Garland Valley 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 Valley 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 Valley 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 Valley 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned its reputation as a trusted partner for businesses throughout the country. Our roots run deep in the heart of Garland Valley, New South Wales, Australia, where we've had the privilege of collaborating with local organizations to drive innovation and success. Based in Garland Valley, New South Wales, Australia, our team operates throughout this region, supporting entrepreneurs and established companies alike in their pursuit of excellence. Whether you're looking to develop new products or optimize existing operations, COLETEK's blend of engineering expertise and collaborative approach makes us the ideal partner for your business. Our reputation as a reliable and capable engineering and product development company has been earned through years of dedication to delivering high-quality results that meet and exceed our clients' expectations. In Garland Valley, New South Wales, Australia, we've had the privilege of working with organizations across various sectors, from manufacturing and healthcare to sustainability and beyond. At COLETEK, our passion for engineering and product development is matched only by our commitment to collaboration. We understand that every business is unique, and we tailor our approach to meet your specific needs. Our multidisciplinary team brings together experts in design thinking, systems integration, materials science, and more to bring innovative solutions to life. Through our presence in Garland Valley, New South Wales, Australia, we're committed to supporting the local community and contributing to the region's growth and development. As a key player in this thriving ecosystem, we're proud to play a role in shaping the future of businesses across the area, from startup entrepreneurs to established industry leaders. As you look for trusted partners to help drive your business forward, rest assured that COLETEK is here to support you every step of the way. With our roots firmly planted in Garland Valley, New South Wales, Australia, and our innovative approach, we're confident that together, we can achieve remarkable things.