AI & Machine Learning Services for Caringal 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 Caringal 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 Caringal 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 Caringal 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 a trusted Australian engineering and product development company since 2001, Coletek is proud to serve businesses across Caringal, Victoria, Australia, offering reliable, collaborative solutions for our clients. Our multidisciplinary approach has earned us national recognition, solidifying our reputation as a go-to partner for local companies seeking innovative products and services.

Based in Caringal, Victoria, Australia, we understand the unique challenges faced by businesses operating in this region. That's why we're committed to providing expert engineering and product development support that is tailored to their specific needs and goals. From concept phase through production and implementation, our experienced team will work closely with you to deliver successful outcomes.

At Coletek, we don't just pride ourselves on delivering exceptional results – we also prioritize building strong relationships with our clients. That means taking the time to understand your business, its challenges, and its aspirations. Whether you're seeking to improve operational efficiency, enhance product offerings, or simply find new ways to drive growth, we'll be by your side every step of the way.

With Coletek on your team, you can trust that your project will benefit from our depth of expertise in engineering and product development, as well as our commitment to collaboration. Operating throughout Australia, including Caringal, Victoria, Australia, we have a deep understanding of the local market and its needs – making us the ideal partner for businesses seeking to make a lasting impact.

When you're ready to take your business to new heights, don't settle for anything less than excellence. Contact Coletek today to learn more about how our engineering and product development capabilities can revolutionize your operations and position you for long-term success in Caringal, Victoria, Australia and beyond.