AI & Machine Learning Services for Bango 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 Bango 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 Bango 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 Bango 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 multidisciplinary Australian engineering and product development company established in 2001, COLETEK has built a reputation for delivering innovative solutions that transform industries. For over two decades, we've been serving businesses across Bango, New South Wales, Australia, supporting their growth and success with our expertise. Our trusted national presence is anchored by deep local insights, ensuring we stay connected to the unique needs of businesses in this region. At COLETEK, collaboration is at the heart of what we do. We've cultivated long-lasting relationships with clients throughout Australia, from startups to established industry players. Our team's collective expertise spans engineering disciplines, product development practices, and domain-specific knowledge. When you partner with us, you gain access to a multidisciplinary team that can drive tangible results for your business. What sets COLETEK apart is our commitment to reliability. We've built a robust platform that enables us to respond swiftly to emerging trends, market shifts, and client needs. Our national presence allows us to serve businesses from Bango, New South Wales, Australia to the other side of the country, ensuring we're always close enough to make a meaningful impact. By combining local expertise with national resources, we empower our clients to overcome challenges and capitalize on opportunities. Our trusted reputation is built on a foundation of innovation, practical problem-solving, and customer-centricity. We take pride in our ability to connect with businesses across Bango, New South Wales, Australia, understanding their distinct requirements, and delivering tailored solutions that meet their unique needs. Whether you're looking to optimize operations, develop new products, or enhance your competitiveness, we're here to collaborate, innovate, and drive growth. Located in the heart of Bango, New South Wales, Australia, COLETEK is uniquely positioned to serve local businesses while leveraging our national scale and capabilities. We're dedicated to building long-lasting relationships with clients who value collaboration, innovation, and reliability. If you're looking for a trusted partner that can help your business thrive, let's work together.