AI & Machine Learning Services for Byawatha 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 Byawatha 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 Byawatha 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 Byawatha 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 earned a reputation as a trusted partner for businesses in Byawatha, Victoria, Australia and beyond. With over two decades of experience, we've honed our capabilities to deliver innovative solutions that drive success.

Operating throughout Byawatha, Victoria, Australia, we understand the unique challenges faced by local businesses. Our team is committed to fostering long-term relationships built on reliability, collaboration, and capability. Whether you're looking to improve your operations, drive growth, or unlock new opportunities, we're here to support you every step of the way.

As a company that genuinely cares about its clients' success, COLETEK takes pride in our ability to adapt to diverse market conditions, leveraging our collective expertise and creativity to deliver tailored solutions. Our team is well-versed in the complexities facing Byawatha, Victoria, Australia businesses and are dedicated to helping you overcome obstacles and seize opportunities.

Unlike some national companies that might treat your business as just another project, COLETEK takes the time to understand your specific needs and goals. We operate on a people-centric approach, fostering strong relationships with our clients and partners across Byawatha, Victoria, Australia. When you partner with us, you can expect exceptional collaboration, unwavering support, and dedication to helping you achieve your objectives.

Serving businesses in Byawatha, Victoria, Australia, we believe that effective engineering and product development are key drivers of success. Our multidisciplinary approach enables us to tackle a wide range of projects – from enhancing existing processes to developing new products and services.