AI & Machine Learning Services for Mountain View 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 Mountain View 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 Mountain View 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 Mountain View 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 sun rises over the rolling hills of Mountain View, Victoria, Australia, it's clear that this picturesque location is more than just a charming town – it's a hub for entrepreneurship and innovation. With its rich history and ever-growing business landscape, Mountain View presents a wealth of opportunities for startups and established companies alike. And that's where COLETEK comes in. As a multidisciplinary Australian engineering and product development company since 2001, we've earned our reputation as a trusted partner for businesses across the nation – including right here in Mountain View, Victoria, Australia. With extensive experience and expertise in various sectors, our team is well-equipped to support local companies as they strive for growth and success. Based in Mountain View, Victoria, Australia, we take pride in staying connected to our community's unique needs and challenges. Our commitment to reliability, collaboration, and capability ensures that clients receive tailored solutions that meet their specific requirements. From concept to reality, we guide our partners through the product development process with transparency, empathy, and a passion for innovation. At COLETEK, we understand that every business has its own distinct identity, driven by its people, products, and values. We're not a one-size-fits-all solution; rather, we form lasting partnerships built on mutual respect, communication, and trust. By having our team as an extension of yours, you can focus on doing what you do best – driving your business forward. Mountain View is a thriving community that relies on innovative engineering solutions to tackle its unique challenges and seize new opportunities. As COLETEK, we're honoured to be part of this ecosystem, supporting local businesses in their quest for excellence. We invite you to harness our expertise and tap into the collective knowledge of our multidisciplinary team – serving businesses across Mountain View, Victoria, Australia.