AI & Machine Learning Services for Torrens 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 Torrens 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 Torrens 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 Torrens 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.

As a locally owned and operated company with a strong national reputation, COLETEK is proud to serve businesses across Torrens, Australian Capital Territory. Our multidisciplinary engineering and product development expertise has been honed over two decades of delivering innovative solutions for clients throughout Australia.

Situated in the heart of Canberra, our team has deep roots in the local community and a passion for collaborating with businesses in Torrens, Australian Capital Territory to drive growth and success. With extensive experience in engineering, product development, and manufacturing, we understand the unique challenges faced by companies operating in this region.

COLETEK's trusted partner status is built on our commitment to reliability, technical capability, and a collaborative approach that inspires creativity and innovation. Our team of experts works closely with clients to define their needs, develop tailored solutions, and deliver results that exceed expectations. This tried-and-true formula has earned us a reputation as go-to engineering partners for businesses in Torrens, Australian Capital Territory.

Whether you're seeking to develop new products, streamline manufacturing processes, or optimize existing operations, COLETEK is here to support your organization's goals and aspirations. Our national presence allows us to service clients across the country while maintaining a strong local focus on building long-term relationships with businesses in Torrens, Australian Capital Territory.

We're proud of our accomplishments and excited about the possibilities ahead. By choosing COLETEK as your trusted engineering partner, you'll gain access to a wealth of expertise, innovative thinking, and a deep understanding of the unique challenges facing businesses in Torrens, Australian Capital Territory.