AI & Machine Learning Services for Beulah 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 Beulah 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 Beulah 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 Beulah 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.

Based in Beulah, Victoria, Australia, COLETEK has been a trusted partner for ambitious businesses across the country, empowering them to achieve their goals through innovative engineering and product development. Since our establishment in 2001, we've grown into a multidisciplinary company with unparalleled expertise, collaborating with clients from diverse sectors. At COLETEK, we take pride in being a national leader in engineering and product development. Our team of experts has extensive experience in delivering cutting-edge solutions that drive business performance for organizations in Beulah, Victoria, Australia, as well as throughout the country. We understand the complexities of various industries and the unique challenges they face. When you partner with COLETEK, you can rest assured that we will provide collaborative support tailored to your organization's specific needs. Our engineers work closely with clients, leveraging their collective expertise to develop innovative products and solutions that meet precise requirements. This unwavering commitment to reliability is rooted in our national reputation for delivering high-quality results. Whether you're working on a revolutionary new product or seeking to optimize existing operations, COLETEK has the capability to help. Our flexible approach means we can adapt to your specific context, whether it's serving businesses across Beulah, Victoria, Australia, or anywhere else in this great country. Throughout our history, we've demonstrated an unwavering dedication to excellence, fostering long-term relationships built on trust and mutual understanding. When you team up with COLETEK, you'll gain access to the collective expertise of seasoned engineers who have navigated the complexities of various industries. Don't settle for anything less than exceptional results – seek out a trusted partner like COLETEK serving businesses across Beulah, Victoria, Australia. Join forces with us and let's create something remarkable together.