AI & Machine Learning Services for Holt 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 Holt 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 Holt 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 Holt 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 engineering and product development company with over two decades of experience, COLETEK has earned a reputation as a trusted collaborator for businesses across Holt, Australian Capital Territory. Since 2001, our team has been dedicated to providing innovative solutions that drive growth, improve efficiency, and address unique challenges.

With a strong presence in Holt, Australian Capital Territory, we understand the distinct needs of local businesses, from those in the healthcare industry to those in technology and beyond. Our expertise extends across various sectors, allowing us to develop customized solutions tailored to your specific requirements.

We take pride in serving businesses in Holt, Australian Capital Territory with a comprehensive range of engineering and product development capabilities. Our team is comprised of skilled professionals who share a passion for innovation, creativity, and collaborative problem-solving. By partnering with COLETEK, you can expect unparalleled reliability, exceptional communication, and unwavering commitment to your project's success.

In today's fast-paced business environment, it's crucial to find an engineering and product development partner that not only possesses the necessary technical expertise but also shares your values and understands your unique needs. By choosing COLETEK as your trusted collaborator in Holt, Australian Capital Territory, you can rest assured that your project is being handled by experts who truly care about delivering exceptional results.

We are proud to be based in Holt, Australian Capital Territory, where we have built a strong network of relationships with local businesses. This allows us to better understand the local market and tailor our solutions to meet the specific needs of our clientele. Whether you're looking to launch a new product, optimize existing processes, or address complex engineering challenges, COLETEK is well-equipped to support your business goals.

If you're seeking a reliable and innovative partner to help drive your business forward, look no further than COLETEK in Holt, Australian Capital Territory. Let us leverage our expertise, creativity, and commitment to deliver unparalleled solutions that meet the highest standards of quality and integrity.