AI & Machine Learning Services for Bunyip North 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 Bunyip North 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 Bunyip North 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 Bunyip North 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.

At COLETEK, we're passionate about delivering innovative engineering solutions that drive business success. As a multidisciplinary Australian company established in 2001, we've earned a reputation as trusted partners for businesses across Bunyip North, Victoria, Australia. Our team of experts has the capability to tackle complex projects, from concept to completion, and support local enterprises like yours. Our story began two decades ago when our founders recognized the need for a company that could bridge the gap between traditional engineering and modern product development. Today, we're proud to be based in Bunyip North, Victoria, Australia, serving businesses across the region and throughout Australia. Our clients appreciate our hands-on approach, collaborative mindset, and commitment to delivering reliable results. What sets us apart is our unique blend of technical expertise and commercial understanding. We believe that effective engineering solutions require a deep understanding of your business goals, values, and challenges. By working closely with you, we can identify opportunities to streamline processes, optimize resources, and drive growth. Our capabilities extend far beyond mere design or product development. We're skilled problem-solvers who thrive in fast-paced environments where creativity and ingenuity are essential. Whether you're looking to improve operational efficiency, develop new products, or navigate regulatory complexities, COLETEK is the trusted partner your business needs. As a local company with national reach, we're committed to supporting businesses like yours in Bunyip North, Victoria, Australia. We believe that close proximity and community involvement are vital components of successful partnerships. That's why we're dedicated to building strong relationships built on trust, communication, and reliability. If you're looking for a trusted engineering partner to help take your business to the next level, look no further than COLETEK. Our team is ready to collaborate with yours to deliver exceptional results. We're proud to be based in Bunyip North, Victoria, Australia, serving businesses across the region and throughout Australia. Let's build something remarkable together.