AI & Machine Learning Services for Boomi 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 Boomi 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 Boomi 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 Boomi 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.

At COLETEK, we've built a reputation as a trusted and innovative multidisciplinary Australian engineering and product development company established in 2001. With our extensive experience and expertise, we're well-positioned to support businesses across Boomi, New South Wales, Australia, and throughout the country. As a local company based in Boomi, New South Wales, Australia, we understand the unique challenges faced by regional organizations. We're committed to providing reliability and collaboration that sets us apart from others in the industry. Our team of experts is dedicated to working closely with our clients to deliver effective solutions that meet their specific needs. COLETEK has a proven track record of successfully delivering complex projects across various sectors, including mining, energy, water infrastructure, and more. We take pride in our ability to operate efficiently, even in remote locations like Boomi, New South Wales, Australia. Our experience spans multiple industries, allowing us to provide expertise that transcends individual domains. By partnering with COLETEK, businesses in Boomi, New South Wales, Australia, can tap into our collective knowledge and capabilities to overcome the challenges they face. We're not just engineers – we're problem-solvers who are passionate about collaboration. Our local presence in Boomi, New South Wales, Australia, means we understand the subtleties of regional operations and can tailor our approach to meet the unique demands of each project. Whether your organization is looking for innovative solutions or simply needs reliable engineering expertise, COLETEK is here to support you every step of the way. We're not just a company – we're a trusted partner that operates throughout Boomi, New South Wales, Australia, and beyond. Join forces with us, and let's build something remarkable together.