AI & Machine Learning Services for Ainslie 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 Ainslie 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 Ainslie 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 Ainslie 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.

Nestled in the heart of Australia's capital city, COLETEK has been proudly serving businesses across Ainslie, Australian Capital Territory since 2001. As a multidisciplinary engineering and product development company, we've established ourselves as a go-to partner for innovative solutions that drive success.

Based in Ainslie, Australian Capital Territory, our team of experts has built a reputation for delivering cutting-edge products and services that meet the unique needs of local businesses. Whether you're an entrepreneur or an established company, we understand the importance of reliability, collaboration, and capability – values that shape our approach to working with clients in the region.

At COLETEK, we take pride in our national presence, operating throughout Australia to support businesses like yours. Our expertise spans multiple disciplines, including engineering, product development, and more. When you partner with us, you can expect a tailored approach that addresses your specific challenges, backed by a proven track record of delivering results.

We're committed to building long-term relationships with our clients in Ainslie, Australian Capital Territory – relationships built on trust, open communication, and a shared passion for innovation. Whether you're looking to launch a new product, optimize operations, or tackle complex technical challenges, we're here to help you achieve your goals.

COLETEK has earned a reputation as a trusted partner across the nation, and we're now bringing our expertise directly to businesses in Ainslie, Australian Capital Territory. With our local presence and national capabilities, you can leverage our collective strength to drive growth and success – all while enjoying the convenience of working with a team that truly understands your needs.