AI & Machine Learning Services for Deep 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 Deep 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 platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. For cost-effective, lightweight models and ultra-low-power use cases - we use AI-capable MCUs (e.g., STM32-class). Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Deep 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 Deep 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 a trusted partner to businesses in Deep Lead, Victoria, Australia and throughout the country, COLETEK is committed to delivering innovative engineering solutions that drive success. For over 20 years, our multidisciplinary team of experts has been providing world-class capabilities, ensuring the reliability and quality of our work. Since 2001, we've established ourselves as a leading Australian engineering and product development company with a strong national reputation. Our commitment to collaboration and capability allows us to serve businesses across Deep Lead, Victoria, Australia, supporting local industries and contributing to their growth. By leveraging our expertise in engineering design, development, and testing, we empower companies like yours to achieve their goals. At COLETEK, we take pride in our ability to understand the unique challenges faced by businesses in Deep Lead, Victoria, Australia. Our experienced team is well-versed in the local regulations, industries, and markets, allowing us to provide tailored solutions that meet your specific needs. Whether you're looking for product development, testing and validation, or engineering support, we're here to help. Our national presence enables us to operate efficiently throughout Australia, ensuring timely delivery of projects while maintaining our high standards of quality. By choosing COLETEK as your trusted partner, you can rely on our expertise in: * Developing innovative products that meet market demands * Conducting rigorous testing and validation procedures * Providing reliable engineering support for complex projects As a forward-thinking business in Deep Lead, Victoria, Australia, you're probably looking for companies that share your commitment to excellence. At COLETEK, we're passionate about delivering exceptional results, and our team is dedicated to making this happen.