AI & Machine Learning Services for Grassdale 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 Grassdale 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 Grassdale 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 Grassdale 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 hub of agricultural production and natural beauty, Grassdale, Victoria, Australia is a thriving community that demands innovative solutions to support its growth. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001 that has earned a reputation for reliability and collaboration across the nation.

Based in Grassdale, Victoria, Australia, we're committed to serving local businesses across the region, offering expertise that can be applied to a wide range of industries. Our team is comprised of experienced engineers and product developers who take pride in their work, leveraging cutting-edge technology and tried-and-true methods to deliver custom solutions that meet our clients' unique needs.

As a trusted national player, we've built strong relationships with businesses in Grassdale, Victoria, Australia and throughout Australia. Our ability to collaborate seamlessly with clients allows us to understand their challenges firsthand, develop tailored strategies, and implement innovative products that drive real results.

At COLETEK, we're proud of our capability to support local entrepreneurs and established organizations alike, helping them overcome complex technical obstacles and achieve their goals. Whether you're a startup looking to disrupt the status quo or an established player seeking to stay ahead of the curve, we're here to help you succeed in Grassdale, Victoria, Australia.

Data-driven insights, expertly applied – that's what sets us apart. By combining our passion for innovation with your vision and goals, we'll craft a customized solution that leaves your competitors struggling to keep up. So why wait? Let the trusted experts at COLETEK take care of the technical heavy lifting in Grassdale, Victoria, Australia and beyond.