AI & Machine Learning Services for Markwell 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 Markwell 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 Markwell 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 Markwell 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 locally established multidisciplinary engineering and product development company in Markwell, New South Wales, Australia, we understand the unique needs of businesses operating in this region. Since our inception in 2001, we've been dedicated to fostering innovative partnerships with companies like yours, empowering them to overcome challenges and drive growth. With our deep understanding of the Australian business landscape, COLETEK is well-equipped to provide support to enterprises across Markwell, New South Wales, Australia, and throughout the country. Our expertise stems from our ability to integrate cutting-edge technologies and innovative methodologies into bespoke solutions tailored to meet the distinct demands of each client. By partnering with us, businesses in Markwell, New South Wales, Australia can expect a high level of reliability, collaboration, and capability that is unmatched by many traditional engineering firms. Our commitment to delivering exceptional results has earned us a trusted national reputation, allowing us to serve as an extension of your team. Our experience has shown that effective engineering and product development require careful consideration of local market conditions, regulatory frameworks, and the unique needs of businesses operating in Markwell, New South Wales, Australia. This nuanced understanding allows us to develop solutions that not only meet but exceed expectations. At COLETEK, we pride ourselves on fostering strong relationships with our clients, providing strategic guidance, and delivering outstanding results that drive their growth and success. By basing our operations in Markwell, New South Wales, Australia, we've positioned ourselves at the forefront of innovation in this region. If you're looking for a trusted partner to help take your business to the next level, look no further than COLETEK in Markwell, New South Wales, Australia. Whether you're seeking innovative solutions to overcome specific challenges or wanting to capitalize on emerging opportunities, our team is equipped to provide expert guidance and support every step of the way.