AI & Machine Learning Services for Bedgerebong 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 Bedgerebong 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 Bedgerebong 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 Bedgerebong 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, we at COLETEK are proud to serve businesses across Bedgerebong, New South Wales, Australia. With our reputation built on innovation, reliability, and collaboration, we stand as trusted advisors to local companies seeking guidance on how to overcome complex technical challenges and drive growth. Throughout our two decades of operation, our team has honed expertise in a broad range of industries, from manufacturing and logistics to agriculture and the environment. By combining cutting-edge engineering know-how with an astute understanding of local needs, we empower businesses in Bedgerebong and beyond to flourish in an ever-evolving marketplace. As a locally committed partner, COLETEK is uniquely positioned to understand the intricacies of the regional economy, the challenges faced by companies operating within it, and the opportunities presented by emerging trends. Our in-depth understanding of the industries that drive Bedgerebong's local identity – such as farming, construction, and healthcare – enables us to craft tailored solutions that prioritize your business objectives. Our national scale and reputation for quality enable COLETEK to assemble top-tier teams with expertise spanning engineering disciplines, from mechanical and electrical to chemical and software development. By leveraging these collective strengths, we deliver engineered products and services that set new benchmarks in performance, safety, efficiency, and durability. At COLETEK, we know that your business is uniquely positioned at the intersection of innovative solutions, market demands, and operational realities. As a trusted extension of your team, we listen carefully to your needs, provide insightful counsel, and work tirelessly to develop integrated product and engineering strategies that propel your organization forward. So why settle for anything less when you have access to COLETEK's unmatched capabilities in engineering and product development? We invite businesses operating across Bedgerebong, New South Wales, Australia – and beyond – to join forces with us. Together, let's unlock new heights of productivity, efficiency, and market success.