AI & Machine Learning Services for Bangalee 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 Bangalee 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 Bangalee 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 Bangalee 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 proud to be a trusted national reputation as a multidisciplinary Australian engineering and product development company established in 2001. With deep roots in the community, our team has been supporting businesses across Bangalee, New South Wales, Australia for years.

We're passionate about helping local businesses like yours succeed by providing reliable, collaborative solutions that drive your growth. Our experience spans multiple industries and technologies, allowing us to bring innovative thinking and world-class capability directly to the doorstep of entrepreneurs and small-to-medium enterprises in Bangalee, New South Wales, Australia.

As a respected leader in Australian engineering and product development, we're equipped to tackle complex challenges, optimize performance, and push the boundaries of what's possible. Whether your business requires product design, testing, or manufacturing solutions across Bangalee, New South Wales, Australia and beyond - our team is committed to delivering exceptional outcomes.

In today's fast-paced market, it's essential for businesses in Bangalee, New South Wales, Australia to have access to cutting-edge expertise. That's where we come in - providing trusted guidance, informed decision-making support, and a comprehensive range of engineering services that help local businesses thrive.

At COLETEK, we're not just a technology provider or a product development firm; our mission is to partner with businesses across Bangalee, New South Wales, Australia to drive innovation, increase efficiency, and stimulate growth. By working closely together, we foster meaningful relationships built on mutual understanding and respect.

In Bangalee, New South Wales, Australia, businesses need a trusted engineering partner that can translate their vision into reality. That's where COLETEK comes in - dedicated to delivering high-quality outcomes that drive success and satisfaction.