AI & Machine Learning Services for Aberfeldy 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 Aberfeldy 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 Aberfeldy 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 Aberfeldy 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.

For businesses in Aberfeldy, Victoria, Australia and beyond, having a trusted partner to turn your innovation into reality is crucial. At COLETEK, we understand the complexities of bringing new products or processes to market, which is why we've established ourselves as a go-to multidisciplinary engineering and product development company.

With over 20 years' experience, our team has helped countless organizations across Australia including those in Aberfeldy, Victoria, Australia, navigate the challenges of product development. By drawing on our wealth of knowledge and expertise, you can be confident that your project is in good hands. Our reputation as a reliable and innovative partner has earned us trust among clients nationwide.

As an Australian company established in 2001, we're proud to have worked with businesses spanning various industries from Aberfeldy, Victoria, Australia and other parts of the country. Our capabilities extend far beyond simple product development; we take pride in building long-term relationships based on collaboration, trust, and a relentless focus on delivering exceptional results.

We believe that empowering local businesses like yours is critical to driving growth and prosperity throughout Aberfeldy, Victoria, Australia. By serving as your engineering partner of choice, COLETEK can help you overcome obstacles, identify new opportunities, and bring forth innovative solutions tailored to your unique needs. Our extensive experience has equipped us to handle projects of all sizes and complexities.

In partnering with COLETEK, you can count on more than just a technical solution; we'll become an integral part of your team, working closely with you to ensure seamless integration and the best possible outcomes for your business in Aberfeldy, Victoria, Australia. If you're ready to take your project to the next level, let's collaborate.