AI & Machine Learning Services for Bumbaldry 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 Bumbaldry 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 Bumbaldry 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 Bumbaldry 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.

Located in the heart of New South Wales, Australia, COLETK is a multidisciplinary Australian engineering and product development company established in 2001. With a strong reputation for delivering innovative solutions, we take pride in our ability to collaborate with businesses across Bumbaldry, fostering long-term relationships built on trust and reliability.

Our expertise spans multiple sectors, allowing us to stay agile and adapt to the unique challenges faced by local business owners in Bumbaldry. We're passionate about empowering regional entrepreneurs, offering tailored support that acknowledges their distinct needs and circumstances.

As a trusted partner in the Australian engineering and product development landscape, COLETK has earned its stripes through years of commitment to quality, innovation, and collaboration. By putting your business at the forefront of our efforts, we guarantee exceptional service, backed by a deep understanding of regional requirements throughout Bumbaldry and surrounding areas.

We don't believe in one-size-fits-all approaches; instead, we work closely with each client to develop solutions that match their distinct visions and goals. By leveraging our extensive experience and capability, we help businesses like yours overcome obstacles and achieve remarkable success – regardless of the industry or sector.

Operating throughout Bumbaldry, New South Wales, Australia, we're proud to be part of this vibrant community. With COLETK by your side, you can rely on expert guidance, cutting-edge expertise, and a commitment to delivering projects that consistently exceed expectations.