AI & Machine Learning Services for Bungalora 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 Bungalora 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 Bungalora 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 Bungalora 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 trusted name in engineering and product development, COLETEK has established itself as a reliable partner for businesses across Bungalora, New South Wales, Australia. With over two decades of experience in the industry, we have built a reputation for delivering innovative solutions that meet the unique needs of our clients.

Founded in 2001, COLETEK is a multidisciplinary Australian engineering and product development company that operates throughout Australia, including Bungalora, New South Wales. Our team of experts has extensive knowledge in a wide range of industries, from manufacturing to healthcare, and we take pride in our ability to listen to clients' needs and develop tailored solutions that meet their specific requirements.

We believe that collaboration is key to driving business success, which is why we prioritize building strong relationships with our clients. By understanding their unique challenges and goals, we can provide the necessary support and expertise to help them achieve their objectives. At COLETEK, we are passionate about serving businesses across Bungalora, New South Wales, Australia, and we are committed to helping them overcome any technical or operational hurdles that stand in their way.

We understand that every business is unique, with its own set of strengths, weaknesses, opportunities, and threats. This is why we take a holistic approach to engineering and product development, considering all aspects of our clients' operations to develop solutions that are not only effective but also efficient and scalable.

Whether you're looking to improve your manufacturing processes, develop innovative products, or enhance your overall operational efficiency, COLETEK has the expertise and resources to help. As a trusted partner for businesses across Bungalora, New South Wales, Australia, we invite you to explore our capabilities and learn more about how we can support your organization.