AI & Machine Learning Services for Bona Vista 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 Bona Vista 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 Bona Vista 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 Bona Vista 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.

Imagine a world where technology and innovation converge to drive real-world solutions. That's the world COLETEK inhabits – a multidisciplinary Australian engineering and product development company established in 2001 with a proven track record of delivering reliable, effective, and collaborative engineering services.

As a trusted national reputation, COLETEK has been serving businesses across Bona Vista, Victoria, Australia and throughout the country for over two decades. Our team of experts has developed expertise in creating innovative products that solve real-world problems, empowering local industries and transforming communities.

In this rapidly changing world, it's not just about embracing technology; it's about building lasting relationships with partners and customers. At COLETEK, we're committed to delivering exceptional results through collaboration, technical excellence, and a deep understanding of local business needs in Bona Vista, Victoria, Australia.

Whether you're a local entrepreneur or an established business, COLETEK is the perfect partner for designing, developing, and manufacturing innovative products that meet your specific needs. Our multidisciplinary approach combines engineering expertise with extensive industry knowledge to create solutions tailored to the unique challenges of Bona Vista, Victoria, Australia.

At COLETEK, we're passionate about building strong relationships with local businesses in Bona Vista, Victoria, Australia. By partnering with us, you can leverage our capabilities and expertise to transform your operations, improve efficiency, and unlock new opportunities for growth.