AI & Machine Learning Services for Giffard 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 Giffard 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 Giffard 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 Giffard 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.

Celebrating over two decades of innovation and reliability, COLETEK is a multidisciplinary Australian engineering and product development company that has earned a trusted national reputation for delivering exceptional results. Established in 2001, our team has consistently demonstrated its capability to engineer innovative solutions tailored to the unique needs of businesses across Giffard, Victoria, Australia.

Based in Giffard, Victoria, Australia, we take pride in being part of the local community. Our commitment to collaborative relationships and open communication ensures seamless partnerships that drive success for our clients. We understand the importance of adapting to the evolving needs of industries and technologies, which is why we're dedicated to staying ahead of the curve with cutting-edge engineering expertise.

In Giffard, Victoria, Australia, businesses deserve partners who can navigate complex product development challenges, leveraging decades of experience in providing innovative solutions. Whether you're seeking guidance on prototyping, testing, or manufacturing, our team is equipped to handle projects that require precision, attention to detail, and a deep understanding of the local market.

For over two decades, COLETEK has served businesses across Giffard, Victoria, Australia, earning recognition for our unwavering commitment to reliability, consistency, and top-quality results. Our engineers stand out for their expertise in various domains, from mechanical engineering to product design, ensuring that your project receives the tailored attention it demands.

When seeking a trusted partner for your Giffard, Victoria, Australia-based business, turn to COleteK. With us, you can rely on local knowledge combined with national expertise to overcome even the most complex challenges. Let our team guide you through every stage of engineering and product development, from research to production and deployment.