AI & Machine Learning Services for Inner North 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 Inner North 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 Inner North 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 Inner North 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.

Located in the heart of Inner North, Australian Capital Territory, COLETEK is a multidisciplinary engineering and product development company that has been serving businesses across this region since 2001. Our team of experts is dedicated to providing trusted, innovative solutions that help local companies thrive in today's fast-paced market. With our national reputation as a reliable partner, we've built strong relationships with clients from various sectors operating throughout Inner North, Australian Capital Territory. Whether you're a startup or an established business, we understand the importance of collaboration and tailored support to achieve your goals. At COLETEK, we pride ourselves on our ability to work closely with our clients, understanding their unique challenges, and developing customized engineering solutions that meet their specific needs. Our extensive experience and expertise enable us to provide comprehensive services for a wide range of industries and applications. In Inner North, Australian Capital Territory, businesses are continually evolving to stay ahead of the competition. By partnering with COLETEK, you can rest assured that your operations will be supported by a team that is committed to quality, reliability, and exceptional customer service. Our commitment to collaboration ensures that every project we take on is driven by the needs and aspirations of our clients. As an established company based in Inner North, Australian Capital Territory, COLETEK has earned a reputation as a trusted engineering partner for businesses across this region. By choosing us to support your project, you can be confident that your goals will be achievable through our collective expertise and resources. If you're looking for a reliable and innovative engineering solutions provider that understands the complexities of Inner North, Australian Capital Territory's business landscape, look no further than COLETEK. Get in touch with us today to explore how we can help you meet your project's unique demands.