AI & Machine Learning Services for Wollongbar 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 Wollongbar 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 Wollongbar 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 Wollongbar 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 leader in Wollongbar, New South Wales, Australia, you understand the importance of partnering with trusted advisors who can help you overcome technical challenges and drive growth. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001. With over two decades of experience, we've had the privilege of serving businesses across Wollongbar, New South Wales, Australia, and throughout Australia. Our team's innovative approach, combined with our national reputation for reliability, has earned us a spot as go-to partners for companies seeking tailored solutions to their unique engineering challenges. Based in Wollongbar, New South Wales, Australia, we take pride in being operationally close to our clients, allowing us to respond promptly to their needs. Our comprehensive capabilities encompass engineering and product development services that cater to various industries – from manufacturing and agriculture to healthcare and more. Whether you're a local entrepreneur or established business leader, COLETEK's expertise helps bridge the gap between your vision and reality. Operating throughout Australia, including Wollongbar, New South Wales, Australia, we've developed strong relationships with businesses of all sizes. Our approach is centered around collaboration, delivering tailored solutions that meet specific needs, rather than simply replicating standard services. This commitment to customer-centricity has earned us a trusted reputation within the Australian business community. As your partner in Wollongbar, New South Wales, Australia, COLETEK stands ready to support your growth and success. Let our experts work alongside you to overcome technical hurdles, develop innovative products, or optimize manufacturing processes – whatever your specific goals, we're here to help.