AI & Machine Learning Services for Penrith South 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 Penrith South 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 Penrith South 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 Penrith South 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.

For over two decades, COLETEK has been at the forefront of engineering and product development innovation, earning a reputation as a trusted national partner for businesses and innovators. Based in Penrith South, New South Wales, Australia, we've had the privilege of serving local enterprises across various industries with our multidisciplinary expertise. As a committed contributor to the regional community, COLETEK is dedicated to helping Penrith South businesses thrive by providing bespoke solutions tailored to their unique needs and challenges. Our team's proficiency in engineering and product development enable us to approach each project with a collaborative mindset, fostering partnerships that drive growth and long-term success. With a rich history of delivering reliable results across industries, COLETEK is uniquely positioned to support Penrith South businesses in the pursuit of their goals. From initial consultation to ongoing maintenance, our experts work closely with clients to develop customized strategies for their most pressing concerns. Whether addressing operational efficiency, streamlining processes, or exploring new revenue streams, we're committed to helping local organizations achieve their vision. COLETEK's multidisciplinary approach allows us to tackle complex problems from multiple angles, marrying our knowledge in engineering and product development with a deep understanding of the Penrith South business ecosystem. Our ability to seamlessly integrate diverse skill sets empowers us to help clients overcome hurdles, seize opportunities, and drive transformative change. Operating throughout Penrith South, New South Wales, Australia, COLETEK is proud to be an integral part of the regional fabric, serving businesses that shape the local economy. By leveraging our expertise in engineering and product development, we're committed to partnering with like-minded organizations that share our passion for innovation and collaboration.

As you contemplate your next strategic move or navigate a specific challenge, consider partnering with COLETEK - a trusted ally dedicated to delivering value-driven solutions.