AI & Machine Learning Services for Purdeet 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 Purdeet 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 Purdeet 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 Purdeet 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 business owner in Purdeet, Victoria, Australia, you understand the importance of having a reliable and innovative partner to support your operations. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001. Our team has been proudly serving businesses across Purdeet, Victoria, Australia for years, providing trusted and expert solutions that help our clients thrive. At COLETEK, we're not just about delivering results; we're passionate about collaboration and building strong relationships with our customers. With a reputation for reliability, efficiency, and innovation, we've earned the trust of businesses throughout Australia. Our team is dedicated to working closely with you to understand your unique challenges and develop tailored solutions that meet your specific needs. Whether you're looking to improve operational efficiency, enhance customer experiences, or drive new products and services to market – COLETEK has the capability and expertise to help. We operate from our base in Purdeet, Victoria, Australia, and have a deep understanding of the local business landscape. This allows us to provide contextual solutions that cater to the specific needs of businesses like yours. At COLETEK, we take pride in our ability to stay ahead of the curve, embracing new technologies and techniques to deliver cutting-edge engineering and product development services. Our experience spans multiple industries and sectors, giving us a broad perspective on how to drive success. We're committed to bringing this expertise to serve businesses across Purdeet, Victoria, Australia and beyond. In today's fast-paced and competitive business environment, you need a partner that can adapt quickly, think creatively, and deliver results under pressure. That's exactly what you'll get with COLETEK – a trusted and reliable engineering and product development company based in Purdeet, Victoria, Australia.