AI & Machine Learning Services for Leneva 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 Leneva 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 Leneva 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 Leneva 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 community-driven region in Victoria, Australia, Leneva is known for its strong agricultural heritage and innovative spirit. At COLETEK, we're proud to be based in Leneva, Victoria, Australia, and committed to supporting local businesses across this wonderful area and throughout the country. With over 20 years of experience in engineering and product development, we've established ourselves as a trusted national partner for companies seeking reliable and innovative solutions. Our multidisciplinary team comprises experts from diverse fields, including mechanical, electrical, electronics, and materials science, allowing us to tackle complex projects from multiple angles. Throughout our history, COLETEK has fostered strong relationships with businesses across Leneva, Victoria, Australia, providing tailored support for their unique challenges and aspirations. We're passionate about collaborating closely with clients to understand their needs and develop customized solutions that meet those demands. What sets us apart is our commitment to capability, reliability, and collaboration. Our team leverages the latest technologies and methodologies to deliver projects that exceed expectations. Whether you're an agricultural equipment manufacturer, a food processing company, or a start-up looking to make its mark, we're here to help you succeed. At COLETEK, we pride ourselves on being a true partner for businesses across Leneva, Victoria, Australia, offering expertise and resources to help them navigate the ever-changing landscape of innovation. With our guidance, your organization can overcome obstacles, seize opportunities, and thrive in today's dynamic marketplace. So why choose COLETEK? Our team is dedicated to building long-term partnerships with businesses throughout this wonderful area and beyond. We're well-equipped to tackle projects that span industries and disciplines, leveraging our collective expertise to achieve remarkable results. Let’s build something remarkable together.