AI & Machine Learning Services for Corndale 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 Corndale 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 Corndale 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 Corndale 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 Corndale, Victoria, Australia, you understand the importance of having a trusted partner to rely on when it comes to engineering and product development. Established in 2001, COLETEK has built a reputation as a multidisciplinary Australian company, dedicated to delivering solutions that meet the unique needs of businesses like yours. Operating throughout Corndale, Victoria, Australia, we've had the privilege of working with local businesses, helping them overcome their technical challenges and achieve their goals. At COLETEK, our team of experts is passionate about collaboration and reliability. We take pride in building long-term relationships with our clients, taking the time to understand their needs, and working closely with them to deliver bespoke solutions that meet their specific requirements. By operating within Corndale, Victoria, Australia, we have a deep understanding of local industries, technologies, and cultural nuances. This unique perspective enables us to develop innovative engineering solutions tailored to your business, so you can focus on what you do best. With over two decades of experience in product development and engineering, COLETEK has earned a trusted reputation across Corndale, Victoria, Australia, and the nation as a whole. Our expertise spans multiple disciplines, allowing us to tackle complex projects that require a deep understanding of various technologies, from mechanical and electrical engineering to software development. By serving businesses across Corndale, Victoria, Australia, we've developed a wealth of knowledge about local regulations, standards, and practices. At COLETEK, we're committed to delivering exceptional results, built on a foundation of trust, reliability, and open communication. When you partner with us, you can rest assured that your project is in capable hands. Our team will work diligently to understand your needs, develop a tailored plan, and execute it flawlessly. Whether you're based in Corndale, Victoria, Australia or further afield, we'll be by your side every step of the way. So why settle for mediocrity when you can partner with COLETEK and unlock the full potential of your business? Take the first step towards engineering excellence, collaboration, and results that drive business growth. Let's build something remarkable together in Corndale, Victoria, Australia.