AI & Machine Learning Services for Mount Bruno 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 Mount Bruno 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 Mount Bruno 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 Mount Bruno 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 pioneering multidisciplinary engineering and product development company established in 2001, COLETEK has been dedicated to empowering businesses across Mount Bruno, Victoria, Australia with innovative solutions and expertise. Our roots run deep, and our commitment to engineering excellence has cemented our reputation as a trusted partner for organizations nationwide. At the forefront of technological advancements, we're proud to be based in Mount Bruno, Victoria, Australia, operating throughout this region and beyond. Our team's diverse skillset, combined with a passion for collaboration, enables us to tackle complex challenges head-on and deliver results that exceed expectations. With COLETEK, local businesses can tap into a wealth of knowledge and innovative thinking, tailored to their unique needs and the ever-evolving marketplace. For nearly two decades, we've forged lasting relationships by fostering a culture of trust, reliability, and open communication. When partnering with COLETEK, clients in Mount Bruno, Victoria, Australia gain access to not just individual experts but an entire ecosystem of professionals united behind a shared goal: empowering businesses to achieve their full potential. Whether you're navigating product development, looking for a trusted advisor during times of change, or seeking innovative solutions to persisting challenges, rest assured that COLETEK has the capabilities and expertise to support your endeavors. Our people-centric approach allows us to craft bespoke strategies that align with our clients' goals, reflecting the distinct needs of each business we serve. In Mount Bruno, Victoria, Australia, local entrepreneurs and business leaders can count on COLETEK for unwavering commitment, a deep understanding of their region's unique dynamics, and a relentless pursuit of innovation. As your trusted partner in engineering and product development, we're dedicated to helping you build something remarkable together.