AI & Machine Learning Services for Baw Baw 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 Baw Baw 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 Baw Baw 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 Baw Baw 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 business leader in Baw Baw, Victoria, Australia, you understand the importance of having a reliable partner to help drive your operations and innovation forward. At COLETEK, we're committed to providing exceptional engineering and product development services that meet the unique needs of organizations like yours. With over two decades of experience, our team has successfully supported numerous businesses across Baw Baw, Victoria, Australia, and throughout the nation. As a multidisciplinary Australian engineering and product development company established in 2001, we've developed a reputation for being a trusted problem-solver, delivering innovative solutions that drive value to our clients. Our expertise lies at the intersection of technology, manufacturing, and business operations, enabling us to tackle complex challenges and transform them into opportunities for growth. Our team is passionate about collaboration, working closely with local businesses in Baw Baw, Victoria, Australia to understand their strengths, weaknesses, and goals. We're not just engineers – we're also product developers, strategists, and innovators who thrive on pushing boundaries and breaking new ground. By combining our expertise with your business vision, we can create tailored solutions that drive efficiency, productivity, and profitability. Whether you're looking to optimize production processes, develop cutting-edge products, or improve operational effectiveness, COLETEK is proud to operate throughout Baw Baw, Victoria, Australia, serving businesses of all sizes and industries. Our extensive experience has equipped us to handle a wide range of challenges, from product design and prototyping to manufacturing and process optimization. At COLETEK, we're dedicated to delivering exceptional results that meet the unique needs of your business in Baw Baw, Victoria, Australia. If you're ready to unlock new possibilities and take your organization to the next level, let us help. With our expertise, innovation, and reliability, you can rest assured that your business is in good hands.