AI & Machine Learning Services for Penshurst 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 Penshurst 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 Penshurst 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 Penshurst 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.

In the heart of Penshurst, Victoria, Australia, businesses are driving innovation and growth. As a proud part of this community, we at COLETEK are committed to supporting local entrepreneurs and corporate leaders in their pursuit of excellence. As a multidisciplinary Australian engineering and product development company established in 2001, our reputation for reliability, collaboration, and capability has earned us national recognition. Operating throughout Australia, from Penshurst to every major city, our trusted team is dedicated to understanding the unique needs of local businesses. From manufacturing and production to healthcare and education, we serve as a strategic partner, helping clients overcome complex challenges and accelerate their progress. By leveraging our collective expertise, cutting-edge technology, and innovative mindset, COLETEK empowers businesses in Penshurst, Victoria, Australia to succeed and thrive. Our commitment to the local community is unwavering. When you partner with COLETEK based in Penshurst, Victoria, Australia, you benefit from the collective knowledge and experience of our entire team. We believe that by working together with local businesses serving customers across Penshurst, Victoria, Australia, we can drive real impact and growth. At COLETEK, we're not just engineers; we're collaborators, problem-solvers, and business catalysts. Our approach is rooted in a deep understanding of the challenges faced by businesses operating throughout Penshurst, Victoria, Australia, and we've developed tailored solutions to meet those needs. So why partner with COLETEK for your engineering and product development needs in Penshurst, Victoria, Australia? It's simple: our national reputation is built on a foundation of trust, reliability, and exceptional results. By choosing COLETEK as your trusted advisor, you'll gain access to the expertise and resources required to overcome even the most complex challenges.