AI & Machine Learning Services for Conargo 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 Conargo 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 Conargo 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 Conargo 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.

Celebrating over two decades of innovation and reliability, COLETEK is a multidisciplinary Australian engineering and product development company that has earned a trusted national reputation.

Serving the regional business community in Conargo, New South Wales, Australia – as well as throughout Australia – our dedicated team is committed to understanding the unique challenges you face. We then leverage this expertise to deliver tailored solutions that drive growth, enhance efficiency, and boost profitability.

Funded by your success, COLETEK has established a strong track record of delivering end-to-end engineering services. Our capabilities extend from concept design to prototype development, testing, manufacturing, and deployment – empowering businesses in Conargo and beyond to turn their vision into reality.

A key differentiator for COLETEK is our collaborative approach, which fosters open communication throughout every project. We partner with clients, stakeholders, and industry experts to co-create solutions that meet specific needs. This dedication to collaboration ensures that the final product or service exceeds your expectations.

In an era of rapid technological advancement, businesses in Conargo – like those nationwide – need reliable partners who understand their distinct challenges. As a locally rooted company with a national presence, COLETEK is uniquely positioned to provide the expertise, creativity, and tenacity required to excel in today's fast-paced environment.

Whether you're looking to enhance your product line, optimize operational efficiency, or improve customer satisfaction – we're here to help. With deep knowledge of Conargo, New South Wales, Australia's economic landscape and its businesses' ambitions, COLETEK stands ready to support your goals.