AI & Machine Learning Services for Inverloch 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 Inverloch 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 Inverloch 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 Inverloch 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 leading multidisciplinary Australian engineering and product development company established in 2001, COLETEK is proud to support businesses across Inverloch, Victoria, Australia. With our team of skilled experts based in Inverloch, Victoria, Australia, we understand the unique challenges and opportunities presented by this stunning coastal town and surrounding regions. For over two decades, COLETEK has built a reputation as a trusted partner for businesses seeking innovative solutions to drive growth and success. Our extensive experience spans multiple industries and sectors, empowering entrepreneurs and corporate leaders to achieve their goals. Operating throughout Australia, including Inverloch, Victoria, Australia, we take pride in our commitment to exceptional client service, timely project delivery, and unmatched domain expertise. At COLETEK, we're not just engineers; we're passionate problem-solvers, dedicated collaborators, and unwavering innovators. By leveraging our deep understanding of engineering principles, alongside cutting-edge technology and tools, we craft tailored solutions that address the distinct needs of local businesses across Inverloch Victoria, Australia. Whether you need reliable support for product development, system integration, or innovative design, COLETEK stands ready to help. Our team of certified experts in a broad range of engineering disciplines works closely with clients to ensure seamless project execution, from concept design to commercial deployment. Located in the heart of Inverloch, Victoria, Australia, our local presence allows us to stay deeply connected with the community, fostering long-term relationships built on trust, integrity, and mutual respect. With COLETEK at the helm, your business can count on our unwavering commitment to excellence, ensuring that your projects are executed efficiently, effectively, and with a keen eye for innovation.