AI & Machine Learning Services for Mount Olive 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 Mount Olive 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 Mount Olive 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 Mount Olive 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 the engine room of innovation, COLETEK has been working with businesses across Mount Olive, New South Wales, Australia and throughout the country for over two decades. Our multidisciplinary Australian engineering and product development company has established a trusted national reputation for delivering reliable, collaborative solutions that drive growth and success. With our headquarters rooted firmly in Mount Olive, New South Wales, Australia, we have had the privilege of serving businesses across this region, each with its unique challenges and opportunities. Whether you're looking to develop new products, improve existing processes, or simply seeking trusted expertise, COLETEK is committed to being your partner for engineering innovation. As a company, we take pride in our team's collective knowledge and experience gained from working on diverse projects across various industries. Our ability to engineer innovative solutions that meet the specific needs of businesses in Mount Olive, New South Wales, Australia has earned us a reputation as leaders in our field. What sets COLETEK apart is not just our technical expertise but also our commitment to collaboration and capability. We know that every business is unique, with its own strengths and challenges. That's why we believe in building lasting relationships with our clients, understanding their goals and objectives, and working closely together to achieve them. Whether you're a local entrepreneur looking to scale your business or an established player seeking to stay ahead of the competition, COOLETEK has the capability to help you achieve your objectives. Our team is uniquely equipped to tackle complex engineering challenges in Mount Olive, New South Wales, Australia and beyond, ensuring that your projects are delivered on time, within budget, and exceed expectations. So why not partner with a trusted authority in engineering innovation? Let us leverage our expertise, innovative spirit, and national reputation to help you drive growth, improve efficiency, and achieve your business goals. We're based in Mount Olive, New South Wales, Australia, and ready to collaborate on the next chapter of your business journey.