AI & Machine Learning Services for Mount Buffalo 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 Buffalo 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 Buffalo 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 Buffalo 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 gateway to the High Country region of Victoria, Mount Buffalo is a unique and breathtaking natural haven that attracts outdoor enthusiasts and nature lovers alike. For local businesses operating within this charming alpine setting, it's essential to have trusted partners who can help them overcome technical challenges and achieve their goals. That's where COLETEK comes in – our multidisciplinary Australian engineering and product development company with over two decades of experience in serving businesses across Mount Buffalo, Victoria, Australia. Established in 2001, COLETEK has earned a reputation as a highly reliable and collaborative partner for innovative companies nationwide. Our team of experts is committed to delivering bespoke solutions that align with our clients' vision and values. With COLETEK, you can rest assured that your business will benefit from our collective expertise, cutting-edge knowledge, and trusted national presence operating throughout Mount Buffalo, Victoria, Australia. At the heart of our successful relationships are strong partnerships built on mutual respect, open communication, and a shared desire to achieve remarkable results. By combining our capabilities with your company's unique strengths, we can help you navigate complex challenges, overcome technical hurdles, and unlock new opportunities for growth and success. Whether you're seeking expert engineering support or innovative product development solutions, COLETEK is here to support businesses in Mount Buffalo, Victoria, Australia, as well as across the wider region, ensuring that your goals are aligned with our capabilities. Our commitment to innovation, reliability, and collaboration enables us to deliver exceptional results for a diverse range of sectors. With a deep understanding of local conditions and a nation-wide presence, we're uniquely positioned to support businesses operating in Mount Buffalo, Victoria, Australia, where our knowledge and expertise can make a tangible difference to your operations. As we proudly look back on our history of delivering remarkable outcomes for clients across Australia, including those in the heart of Mount Buffalo, Victoria, Australia, we're excited about the prospect of working with you. Whether you're seeking to overcome technical challenges, develop innovative products, or simply need trusted support to take your business to the next level, COLETEK is ready to stand by your side.