AI & Machine Learning Services for Segenhoe 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 Segenhoe 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 Segenhoe 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 Segenhoe 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 leading multidisciplinary engineering and product development company established in 2001, COLETEK has earned a reputation for delivering exceptional value to businesses across Segenhoe, New South Wales, Australia and beyond. With over two decades of expertise under our belt, we've had the privilege of working alongside local companies, helping them overcome complex challenges and achieve their goals. Headquartered in [Your City], our team of talented professionals is comprised of experts from diverse backgrounds, each bringing unique perspectives and skills to the table. Our capabilities are deeply rooted in engineering, product development, and innovative thinking – giving us a distinct advantage when it comes to tackling tough projects that require a holistic approach. At COLETEK, we're not just problem-solvers; we're trusted advisors who collaborate closely with our clients to understand their needs, identify opportunities, and design tailored solutions. For businesses in Segenhoe, New South Wales, Australia, this means having access to a reliable partner that understands the local landscape, industry trends, and regulatory nuances. We take pride in serving as an extension of our clients' operations, working diligently to ensure timely project delivery, meticulous attention to detail, and outstanding customer service. When you work with COLETEK, you can rest assured that your project is in capable hands. Our team will immerse themselves in your business, leveraging their expertise to craft bespoke solutions that drive growth, improve efficiency, and enhance the overall quality of your products or services. Whether it's a new product launch, facility upgrade, or process optimization initiative, we're here to provide the technical firepower needed to achieve success. For Segenhoe businesses looking for a trusted partner that can rise to their unique challenges and capitalize on local market opportunities, COLETEK is your ideal ally. Operating throughout New South Wales, Australia, we've got the local knowledge, national perspective, and global connections to support your most pressing objectives.