AI & Machine Learning Services for Newington 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 Newington 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 Newington 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 Newington 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.

As a business owner or manager in Newington, Victoria, Australia, you understand the importance of reliability when it comes to your operations. You need trusted partners who can help you overcome technical challenges, optimize processes, and drive innovation. For over 20 years, COLETEK has been serving businesses across Newington, Victoria, Australia with a comprehensive range of engineering and product development solutions. With our multidisciplinary team of experts, established in 2001, we have built a reputation for delivering high-quality results on time and within budget. Our expertise spans multiple industries, and we have developed products that are used by businesses large and small throughout Newington, Victoria, Australia. By partnering with COLETEK, you can trust that your project will be handled by experienced professionals who understand the unique challenges and opportunities presented in this region. Our team is dedicated to working closely with clients like yours to identify their needs, develop innovative solutions, and execute projects efficiently. We pride ourselves on our ability to collaborate and provide expert guidance throughout the entire process, from concept development to production and assembly. Our years of experience have allowed us to refine our approach, ensuring that we bring the best tools, techniques, and expertise to every project. We take pride in being an Australian company with a national presence, serving businesses across Newington, Victoria, Australia and beyond. This means you can count on us for local, on-the-ground support whenever you need it. Whether your project involves complex engineering, product development, or manufacturing, we are well-equipped to handle the unique demands of operating in Newington, Victoria, Australia. COLETEK is more than just a provider – we are trusted partners who care about the success and longevity of our clients' businesses. We believe that by working together, sharing knowledge, and leveraging each other's strengths, we can achieve remarkable results. So why settle for anything less? Partner with COLETTEK to unlock your full potential and take your business to new heights.