AI & Machine Learning Services for Faraday 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 Faraday 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 Faraday 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 Faraday 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.

When it comes to finding a trusted engineering and product development partner in Faraday, Victoria, Australia, you've come to the right place. At COLETEK, we're proud of our 20-year history as a multidisciplinary Australian company, committed to delivering innovative solutions that meet the unique needs of businesses like yours across Faraday and throughout the country. With a reputation built on reliability, collaboration, and capability, we've earned a strong national presence by working closely with clients from diverse sectors. Our team of experienced engineers and product developers has honed their skills through years of working on challenging projects, and they're well-equipped to tackle your most complex challenges in Faraday, Victoria, Australia. As a business operating in Faraday, you understand the importance of finding a partner that not only understands local conditions but also brings a depth of knowledge and expertise to support your growth. That's where we come in – with our strong engineering and product development capabilities, we're well-positioned to help you overcome any obstacles and achieve long-term success. Our team is passionate about empowering businesses in the region by providing tailored solutions that meet their specific needs. Whether you're a local startup or an established player in Faraday, Victoria, Australia, we believe that a collaborative approach is key to delivering exceptional results. By working together, we can drive innovation, improve processes, and optimize your operations. At COLETEK, we're committed to supporting businesses like yours across Faraday, Victoria, Australia, and throughout the nation. We're not just about providing innovative solutions – we're dedicated to building strong relationships with our clients, understanding their unique challenges, and delivering results that exceed their expectations.