AI & Machine Learning Services for Florey 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 Florey 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 Florey 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 Florey 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 just minutes from the heart of Canberra, Florey is a thriving community in the Australian Capital Territory (ACT). As a business owner or technical decision-maker in this region, you understand the importance of partnering with a trusted and experienced engineering and product development company. That's where Colletek comes in – a multidisciplinary company established in 2001 with a national reputation for reliability, collaboration, and capability.

Colletek is more than just an Australian-based engineering firm; we're committed to building strong relationships with businesses across Florey, Australian Capital Territory. Our team of experts has years of experience working with clients from various industries, providing innovative solutions that meet their unique needs. Whether you're a startup or a well-established company, Colletek is dedicated to delivering results-driven engineering and product development services.

Serving businesses across Florey, Australian Capital Territory, we understand the importance of locally tailored support. That's why we've established ourselves as a trusted partner for companies seeking innovative and effective solutions. Our expertise spans multiple disciplines, including mechanical, electrical, software, and manufacturing engineering – allowing us to holistically approach your project needs.

At Colletek, we take pride in our reputation for delivering exceptional results and collaborating closely with clients to achieve their goals. Operating throughout the Australian Capital Territory, including Florey, we're committed to supporting local businesses grow and thrive. Our team is passionate about engineering and product development, which shines through in every project we undertake.

If you're looking for a trusted partner to help take your business to the next level, look no further than Colletek. Operating based in Florey, Australian Capital Territory, with national reach, we're the perfect choice for businesses seeking innovative, reliable, and collaboration-driven engineering and product development services.