AI & Machine Learning Services for Pikapene 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 Pikapene 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 Pikapene 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 Pikapene 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 businesses in Pikapene, New South Wales, Australia continue to drive growth and innovation, they require trusted partners who can deliver cutting-edge solutions. At COLETEK, we proudly establish ourselves as a dependable engineering and product development company, committed to serving the regional community and beyond. Our multidisciplinary expertise spans over two decades, since our inception in 2001. Founded on a bedrock of trust, collaboration, and innovation, COLETEK has earned its reputation as a national leader in Australian engineering and product development. Our team's extensive experience encompasses a wide range of sectors, allowing us to bring diverse perspectives and fresh insights to projects. By staying at the forefront of technological advancements and industry trends, we consistently demonstrate our capacity to adapt and excel. We're not just based in Pikapene, New South Wales, Australia – we're rooted in it. Our local presence enables us to effectively support businesses across this region, understanding their unique needs and challenges. Whether it's exploring new product development opportunities or optimising existing processes, COLETEK collaborates closely with clients to deliver tailored solutions. Throughout our 20-year history, COLETEK has developed a culture of reliability, fostering strong relationships built on transparency, open communication, and mutual respect. This foundation allows us to tackle complex projects with confidence, leveraging our collective expertise to drive results that meet – or exceed – expectations. As Pikapene businesses navigate the complexities of modern industry, they can rely on COLETEK's comprehensive capabilities to stay ahead of the curve. From concept to delivery, we're committed to helping local companies in Pikapene, New South Wales, Australia succeed and grow.