AI & Machine Learning Services for Ponto 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 Ponto 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 Ponto 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 Ponto 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.

Coletek has been a trusted partner for businesses across Ponto, New South Wales, Australia and throughout the country, offering unrivaled expertise in engineering and product development since 2001. As a multidisciplinary company with a strong national reputation, we've built longstanding relationships with companies that value reliability, collaboration, and capability.

Based in Ponto, New South Wales, Australia, our teams operate throughout the region, providing comprehensive support to local businesses seeking innovative solutions for their operations, products, and services. Whether you're looking to streamline processes, develop new offerings, or drive growth through technology, Coletek's experts listen carefully to your needs and design tailored strategies to achieve your objectives.

As a company committed to the success of Australian businesses, we take great pride in our ability to navigate complex engineering challenges with ingenuity, creativity, and dedication. Our extensive expertise spans multiple disciplines, from mechanical and electrical engineering to materials science and product development – all focused on delivering high-value solutions that drive real results.

In Ponto, New South Wales, Australia and across the country, we've built a reputation for building strong relationships, understanding our clients' unique needs, and delivering customized solutions that meet their goals. Whether you're seeking to optimize operations, create new products, or advance your technology stack, Coletek's multidisciplinary engineering expertise is here to support your ambitions.

When it comes to navigating the complex world of engineering and product development, look no further than Coletek – a trusted partner for businesses across Ponto, New South Wales, Australia. Our dedicated team is ready to bring your vision to life, leveraging years of collective experience and national reputation to deliver innovative solutions that drive success.