AI & Machine Learning Services for Awaba 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 Awaba 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 Awaba 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 Awaba 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for delivering reliable solutions that drive business success. With a strong presence throughout the country, including Awaba, New South Wales, Australia, our team is dedicated to collaborating with local businesses to achieve their goals. Based in Awaba, New South Wales, Australia, we take pride in being a trusted partner for companies seeking innovative engineering and product development expertise. Our national reputation has been earned through a commitment to delivering high-quality products and services that meet the unique needs of each business we work with. Whether you're an established player or just starting out, COLETEK is here to support your growth and development. Operating throughout Awaba, New South Wales, Australia, we pride ourselves on being a multidisciplinary team capable of addressing complex engineering challenges across multiple industries. Our experts have the technical know-how to develop innovative products that meet the evolving needs of businesses across various sectors. Whether you're looking for a trusted partner to help you bring a new product to market or seeking reliability and expertise in-house, COLETEK is here to support your success. At COLETEK, we believe that collaboration is key to achieving remarkable results. Our team is passionate about delivering exceptional solutions that exceed our clients' expectations. By combining the latest technologies with our deep understanding of engineering and product development, we're able to provide tailored support that drives business growth. As a dedicated partner for businesses in Awaba, New South Wales, Australia, we're committed to helping you overcome any engineering or product development challenges. Whether you're seeking innovative solutions, technical expertise, or just looking for someone who understands your unique needs, COLETEK is here to help.