AI & Machine Learning Services for Howlong 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 forHowlong 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 Howlong 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 forHowlong 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.

Serving Our Local Community: Howlong, Murray & Riverina, New South Wales, Australia

In the heart of country New South Wales lies the picturesque town of Howlong, nestled in the Murray and Riverina regions. This area is known for its rich agricultural heritage, stunning natural beauty, and strong sense of community. At COLETEK, we're proud to be a part of this fabric, working closely with local businesses and individuals to help them thrive.

As an Australian-owned company with a national presence, we understand the unique challenges and opportunities that come with operating in regional areas like Howlong, Murray & Riverina. That's why our team is dedicated to delivering tailored solutions that cater to the distinct needs of this region. Whether you're a local farmer, entrepreneur, or small business owner, we're committed to helping you achieve your goals and grow your enterprise.

At COLETEK, trust is at the forefront of everything we do. We've built our reputation on years of experience working with businesses across Australia, including those in the Murray & Riverina regions. Our team is comprised of experts who are passionate about innovation, collaboration, and – above all – delivering results that meet our clients' needs.

In today's fast-paced business environment, it's more important than ever to have a trusted partner by your side. As a local presence in Howlong, Murray & Riverina, we're well-positioned to understand the nuances of this region and provide personalized support that makes a real difference. Whether you're looking to expand your operations, innovate your products or services, or simply navigate the latest market trends, our team is here to help.

We're proud of our track record in the Murray & Riverina regions, where we've helped countless local businesses succeed and grow. By leveraging our national resources and expertise, we're able to bring a level of sophistication and professionalism to the region that's hard to find elsewhere. And as a locally owned company, we're committed to giving back to the community that has supported us – through partnerships, sponsorships, and volunteering initiatives.

If you're looking for a trusted partner who understands your unique challenges and can deliver tailored solutions to help your business succeed, look no further than COLETEK. Contact us today and see how our expertise, national reach, and local presence can help take your enterprise to the next level.