AI & Machine Learning Services for Amaroo 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 forAmaroo 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 Amaroo 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 forAmaroo 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.

Celebrating Growth and Innovation in Amaroo, Central West Slopes, New South Wales, Australia

Nestled in the picturesque region of Amaroo, located on the Central West Slopes of New South Wales, Australia, lies a hub of entrepreneurial spirit and community pride. This idyllic corner of our great nation is home to an ever-growing number of dedicated businesses and passionate locals who are working tirelessly to shape their own futures, driven by a desire for innovation, growth, and progress. At COLETEK, we understand the value of strong local connections and a deep appreciation for the unique character that makes Amaroo so special. As an Australian company with a national presence, we take immense pride in our ability to bridge the gap between what's possible locally and what's achievable on a larger scale. Our commitment to supporting businesses in Amaroo is unwavering, as we believe it's crucial to empower local communities to thrive. Throughout our extensive history, COLETEK has built an enviable reputation for being a trusted partner in the business community. We've earned trust through our tireless efforts in fostering collaborations that drive growth, by listening attentively to the needs of our clients, and ultimately, by delivering tailored solutions that help them achieve their aspirations. This synergy between our team and local businesses has created a network of strong relationships built on respect, integrity, and shared goals. As a committed stakeholder in Amaroo's business landscape, we're dedicated to continuously innovating and evolving alongside the dynamic landscape that surrounds us. Our expertise spans multiple areas, allowing us to bring cutting-edge concepts, insights, and best practices to the local businesses that form our community's fabric. By doing so, we enable these organizations to remain ahead of the curve, adapt swiftly to industry changes, and ultimately, excel in their respective markets. From humble beginnings to national recognition, COLETEK's story is one of unwavering dedication, relentless pursuit of excellence, and heartfelt passion for empowering local businesses. We're more than just a professional services firm – we're an integral part of Amaroo's identity and an active force for growth and prosperity in the region.

As you look to the future, rest assured that COLETEK stands ready to support your business's every step along the way. Allow us to guide you through the complexities, share our expertise, and help shape a brighter tomorrow.

Contact Us here.