AI & Machine Learning Services for Sebastopol 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 Sebastopol 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 Sebastopol 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 Sebastopol 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.

In the heart of Sebastopol, Victoria, Australia, local businesses rely on COLETEK to deliver innovative and reliable engineering solutions that drive their success. As a multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation for expertise and trust nationwide – and our presence in Sebastopol is no exception.

With deep roots in the region, we understand the unique needs of businesses operating in Sebastopol and throughout Victoria. Our team collaborates closely with clients to develop tailored engineering solutions that meet their specific challenges and goals. Whether you're looking to optimize your operations, improve efficiencies, or drive new product development, our multidisciplinary expertise will help you achieve your objectives.

At COLETEK, we pride ourselves on our capabilities, from design through to delivery – all underpinned by a strong commitment to reliability, collaboration, and innovation. Our expertise encompasses engineering disciplines such as mechanical, electrical, and software development, ensuring that we can tackle the most complex projects with confidence.

As your partner in Sebastopol, Victoria, Australia, we're dedicated to delivering value-added solutions that enhance our clients' competitiveness and growth. Our local presence allows us to engage closely with businesses across Sebastopol, understanding their unique needs and fostering long-term relationships built on trust and mutual respect.

We invite you to experience the difference that COLETEK can bring to your business in Sebastopol, Victoria, Australia. Let our team of trusted professionals work with you to develop innovative engineering solutions that drive your success – from conceptualization through execution, we'll be by your side every step of the way.