AI & Machine Learning Services for Tempy 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 Tempy 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 Tempy 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 Tempy 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 and innovative engineering and product development company, based in Tempy, Victoria, Australia, COLETEK has been serving businesses across this region since 2001. With a strong national presence and a reputation built on reliability, collaboration, and capability, we're uniquely positioned to support the growth and success of local enterprises. Our expertise spans multiple industries, allowing us to adapt our solutions to meet the diverse needs of Tempy's thriving business community. By partnering with COLETEK, organizations in this area can tap into our extensive knowledge and experience, gained from years of working alongside businesses just like theirs. As a multidisciplinary Australian company, we're passionate about delivering high-quality engineering and product development services that help local clients overcome unique challenges and capitalize on opportunities. Whether you're an established business looking to improve operations or a startup seeking to disrupt your industry with innovative solutions, COLETEK is here to support every step of the way. By operating throughout Australia, including in Tempy, Victoria, we've developed a deep understanding of regional specificities and requirements. This allows us to provide tailored assistance that's attuned to your business needs and aspirations. Our experts are committed to building strong relationships with clients, fostering open communication, and delivering results that exceed expectations. For businesses in Tempy, Victoria, Australia seeking trusted engineering partners for their projects, COLETEK offers a comprehensive range of services designed to help you achieve your goals. By combining our expertise in engineering and product development with your organization's unique strengths and objectives, we can create tailored solutions that drive growth and success. Let’s build something remarkable together.