AI & Machine Learning Services for Main Lead 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 Main Lead 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 Main Lead 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 Main Lead 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 the trusted partner for businesses in Main Lead, Victoria, Australia and beyond, COLETEK is dedicated to delivering innovative engineering solutions that drive real-world impact. Since our establishment in 2001, we've built a reputation as a multidisciplinary Australian engineering and product development company that combines technical expertise with collaborative spirit. Our team of experts has worked tirelessly to establish strong relationships with businesses across Main Lead, Victoria, Australia, offering customized support tailored to their unique needs. With an unwavering commitment to reliability, collaboration, and capability, we've earned the trust of our clients and set ourselves apart as a reliable partner in the Australian industry. At COLETEK, we believe that effective engineering solutions require a deep understanding of local markets and industries. That's why we're based in Main Lead, Victoria, Australia, with operations throughout the country. Our proximity to clients enables us to respond quickly to changing circumstances and offer tailored support that addresses specific challenges. Our capabilities span beyond traditional borders, as we've worked with businesses across diverse sectors, from manufacturing to healthcare, leveraging our expertise in product development and engineering. By combining cutting-edge technology with a deep understanding of local contexts, we empower Main Lead, Victoria, Australia businesses to stay ahead of the curve and achieve their goals. As you navigate the ever-changing landscape of industry trends and technological advancements, you can count on COLETEK to provide steadfast support. Our team is equipped to handle complex projects and address the unique needs of Main Lead, Victoria, Australia businesses, driving growth, innovation, and success in equal measure.