AI & Machine Learning Services for Pira 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 Pira 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 Pira 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 Pira 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.

Pira, Victoria, Australia is a thriving hub of commerce and innovation, with a unique energy that drives business growth. As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned its reputation as a trusted partner for businesses across Pira, Victoria, Australia and throughout the nation. With extensive experience backing our innovative approach, we pride ourselves on delivering reliable solutions that meet the complex needs of our clients. Whether you're an entrepreneur looking to disrupt the status quo or a seasoned executive seeking to optimize operations, COLETEK's collaborative mindset and comprehensive expertise will help you achieve your goals. Operating throughout Pira, Victoria, Australia, we've had the privilege of working with businesses from diverse industries, from manufacturing and logistics to healthcare and technology. Our proven track record of delivering high-quality products and services has earned us a trusted reputation among our clients, who appreciate our commitment to innovation and collaboration. As you navigate the challenges of today's competitive landscape, it's essential to have a partner that understands your unique needs and can provide tailored support. That's where COLETEK comes in – with a national presence and local expertise, we're well-positioned to serve businesses across Pira, Victoria, Australia and beyond. Our comprehensive capabilities, combined with our passion for delivering exceptional results, will help you overcome any obstacle and achieve your aspirations. If you're looking for a trusted partner based in Pira, Victoria, Australia that can help you build something remarkable, we invite you to explore the possibilities with us. Let's work together to drive success – get in touch today!