AI & Machine Learning Services for Modella 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 Modella 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 Modella 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 Modella 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.

Established in 2001, COLETEK is a multidisciplinary Australian engineering and product development company renowned for its trusted national reputation and commitment to excellence. With years of experience under our belt, we're proud to serve businesses across Modella, Victoria, Australia, providing tailored solutions that meet the unique needs of local industries.

As a trusted partner, COLETEK is dedicated to helping Modella's thriving business community stay ahead of the curve. Our team of experts brings together multidisciplinary strengths in engineering and product development, enabling us to tackle complex challenges and deliver innovative solutions that drive growth and profitability.

Whether you're looking for support with process optimization, technological advancements, or simply seeking trusted advice from industry experts, COLETEK has the capability to meet your needs. We take pride in our ability to collaborate seamlessly with local businesses, combining our collective expertise to develop bespoke solutions that enhance efficiency, reduce costs, and boost performance.

At COLETEK, we're passionate about empowering Modella's business community through cutting-edge engineering and product development. Operating throughout Australia, including Modella, Victoria, Australia, we're well-positioned to provide world-class support whenever and wherever you need it.

We understand the challenges that come with running a business in today's fast-paced and competitive landscape. That's why we're committed to delivering reliable, flexible, and scalable solutions that adapt to your evolving needs. From concept development to prototype testing and commercialization, COLETEK is dedicated to helping Modella's businesses thrive.