AI & Machine Learning Services for Tuggeranong 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 forTuggeranong 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 Tuggeranong 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 forTuggeranong 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 Local Technology Partner: COLETEK in Tuggeranong, ACT

As a thriving hub in the heart of Canberra's south, Tuggeranong is home to a diverse range of businesses and community groups. At COLETEK, we're proud to have been serving this vibrant area for years, providing trusted technology solutions that drive growth and success.

Nestled firmly within the Australian Capital Territory, our local presence means we truly understand the unique needs and challenges facing the Tuggeranong community. As a national company with a strong reputation for innovation and integrity, we're committed to supporting the region's businesses and residents through innovative technology solutions and expert guidance.

With years of experience under our belt, COletek has established itself as a trusted partner for businesses in the area. Our team of passionate professionals is dedicated to delivering tailored support and expertise that helps local organisations thrive in today's fast-paced digital landscape. Whether you're an entrepreneur or a long-established business, we've got the skills, knowledge, and local know-how to help you achieve your goals.

We believe in building lasting relationships with our customers, based on trust, transparency, and commitment. As a community-focused organisation, we're driven by our desire to make a positive impact on the region we call home. Our goal is to empower businesses like yours to compete on a national stage while also supporting the local economy.

At COLETEK, we're not just a technology company – we're your local partner, dedicated to helping you build strong connections with your customers, employees, and community. By choosing us as your trusted advisor, you can focus on what matters most: growing your business and making a difference in your neighbourhood.

So why wait? Get in touch today and let our team of technology experts help take your Tuggeranong-based business to the next level. Contact Us