AI & Machine Learning Services for Adamstown 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 Adamstown 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 Adamstown 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 Adamstown 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 the beating heart of New South Wales, Australia, Adamstown is an exceptional place to live, work, and thrive. COLETEK, a multidisciplinary Australian engineering and product development company established in 2001, has been honored to support businesses across Adamstown, New South Wales, Australia throughout our history. With a deep understanding of the region's unique challenges and opportunities, we've developed expertise that can be leveraged by local organizations seeking innovative solutions. With over two decades of experience, COLETEK has earned a reputation for trustworthiness, innovation, and expertise. Our talented team of engineers and product developers works collaboratively with clients to design, develop, and deliver bespoke solutions that drive results. From concept to implementation, we guide businesses across Adamstown, New South Wales, Australia through the process, ensuring their goals are met, and exceeded. Our commitment to excellence has resonated throughout Australia, as we've honed our skills serving a diverse range of industries and sectors. With a long history of supporting local businesses in Adamstown, New South Wales, Australia, COLETEK understands the nuances of this vibrant community. We're dedicated to helping you navigate the complexities of your market, leveraging our expertise to bolster your operations. Our strength lies in fostering deep, lasting relationships with clients, built on reliability, communication, and a passion for delivering exceptional outcomes. By partnering with us, Adamstown businesses can tap into COLETEK's collective knowledge, expertise, and innovative spirit. Together, we can create something remarkable that drives growth, success, and fulfillment. For those seeking cutting-edge engineering and product development support in Adamstown, New South Wales, Australia, COLETTEK stands ready to help your organization thrive. Contact us today, and let's start building something remarkable together.