AI & Machine Learning Services for Bergalia 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 Bergalia 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 Bergalia 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 Bergalia 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 long-standing engineering and product development company, COLETEK has earned a reputation for delivering innovative solutions that drive business results. With our headquarters based in Bergalia, New South Wales, Australia, we've had the privilege of serving businesses across this region, helping them overcome complex technical challenges and achieve their goals. Since 2001, we've established ourselves as a trusted partner for multidisciplinary project needs, leveraging our national presence to support companies throughout Australia. Our team is committed to collaboration, reliability, and capability, working closely with clients to understand their unique requirements and tailor our approach to meet their specific needs. In Bergalia, New South Wales, Australia, we take pride in being a local company that understands the distinct challenges and opportunities facing businesses in this region. We're passionate about driving economic growth and development through innovative engineering solutions, and we've had the privilege of working with companies across various sectors, from manufacturing to healthcare. COLETEK's multidisciplinary approach allows us to tackle complex projects that require expertise in multiple areas. Our engineers are skilled problem-solvers who thrive on overcoming technical hurdles and finding creative solutions. Whether you're looking to develop a new product, improve your manufacturing processes, or optimize your business operations, we have the capabilities and expertise to help. We understand that every business is unique, and our approach is centered around building strong relationships with our clients. We take the time to listen, learn about their goals, and work together to find solutions that meet their specific needs. Our national presence allows us to draw on a wealth of knowledge and experience from across Australia, ensuring that our clients receive the best possible support. If you're looking for a trusted partner in engineering and product development, look no further than COLETEK. Based in Bergalia, New South Wales, Australia, we're committed to delivering exceptional results for businesses like yours. Let's build something remarkable together.