AI & Machine Learning Services for Avonside 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 forAvonside 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 Avonside 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 forAvonside 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.

Your Partner in Avonside, Snowy Mountains, New South Wales, Australia: COLETEK

As you explore the breathtaking landscapes of Avonside, within the picturesque Snowy Mountains region of New South Wales, Australia, you're likely to encounter a wealth of small businesses and entrepreneurs who are shaping their industries. These dedicated individuals form the fabric of our community, working tirelessly to deliver exceptional services and products that keep locals thriving. At COLETEK, we're proud to be part of this vital ecosystem, committed to supporting these local heroes by providing expert solutions tailored to meet the unique challenges they face. Our roots run deep in Australian soil, with years of experience serving businesses across the nation. We've earned a reputation for being trustworthy partners who walk alongside our clients every step of the way. As your go-to experts in Avonside and beyond, we take pride in staying abreast of regional developments and shifting industry trends. Our innovative approach ensures that our business solutions remain relevant, effective, and forward-thinking, helping local businesses stay ahead of the curve. By understanding the distinct needs and requirements of small to medium-sized enterprises (SMEs) operating within your vicinity, we can expertly tailor our services to address their specific pain points. Our national reach allows us to tap into an extensive network of resources, expertise, and connections, which enables us to deliver seamless, streamlined support directly to the Avonside community. By fostering strong relationships with local stakeholders, including businesses, organizations, and government institutions, we empower them to make informed decisions that drive growth and prosperity. At COLETEK, we're more than just a business solutions provider – we're your partner in community development. Our commitment to establishing trust with our clients begins at the grassroots level, where we take an active role in nurturing the local economy through strategic partnerships, knowledge sharing, and collaborative problem-solving initiatives that benefit Avonside and its surrounding areas. As you navigate the evolving landscape of Avonside's business sector, rely on COLETEK to provide unwavering support. Whether seeking guidance on market trends, assistance navigating regulatory challenges, or solutions tailored to your unique operational needs, our team is poised to help. From entrepreneurs to small to medium-sized enterprises (SMEs), we're dedicated to helping Avonside's business community realize its full potential.

Get in touch with us today by visiting our Contact Us page.

We'd be delighted to discuss how COLETEK can aid your business venture, providing tailored support and expertise to help you succeed in the Avonside region. Let's collaborate on taking your small business or start-up to the next level. Contact us to schedule a consultation today!