AI & Machine Learning Services for Mittyack 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 Mittyack 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 Mittyack 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 Mittyack 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 national engineering and product development company with over two decades of experience, COLETEK is proud to serve businesses across Mittyack, Victoria, Australia, and throughout the country. Established in 2001, our multidisciplinary team of experts has built a reputation for delivering reliable, innovative solutions that drive success. At COLETEK, we recognize the unique challenges faced by regional businesses like those in and around Mittyack, Victoria, Australia. With our deep understanding of local industries and markets, we've developed tailored approaches to help these organizations overcome hurdles and capitalize on opportunities. Whether you're an established player or a start-up, we'll collaborate with you to address your specific needs and goals. Our commitment to reliability is unwavering, as we've earned the trust of clients across diverse sectors by consistently delivering on our promises. By integrating engineering expertise with product development capabilities, we provide businesses in Mittyack, Victoria, Australia with comprehensive solutions that address complex challenges. Our nimble and responsive approach allows us to pivot quickly when circumstances change, ensuring that your project remains on track. At COLETEK, we're passionate about empowering local entrepreneurs, start-ups, and established companies alike. Through our work, we aim to contribute to the economic vitality of Mittyack, Victoria, Australia and surrounding areas. By fostering a culture of innovation, collaboration, and growth, we believe that together, we can create a brighter future for the region. As your trusted partner in engineering and product development, COLETEK stands ready to support your ambitions. Operating throughout Australia, including in Mittyack, Victoria, Australia, we invite you to explore how our capabilities can help drive success for your business.