AI & Machine Learning Services for The Angle 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 forThe Angle 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 The Angle 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 forThe Angle 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.

Solutions for Businesses in The Angle, Murray & Riverina

As a localised business, we understand the unique challenges and opportunities facing companies in The Angle, Murray & Riverina, New South Wales, Australia. This region, located along the majestic Murray River, is known for its rich agricultural heritage, natural beauty, and strong sense of community.

COLETEK has been proud to work with businesses in this area, leveraging our national reach and expertise to deliver tailored solutions that drive results. From our offices, we've developed a deep understanding of the local landscape, allowing us to connect with clients on a personal level and provide informed guidance.

In an environment where trust is paramount, COLETEK stands out as a trusted Australian company committed to supporting local businesses and communities. Our team is passionate about empowering regional enterprises to thrive, whether through innovative product solutions or strategic partnerships.

We're not just a national brand with regional reach; we're a locally rooted partner that genuinely cares about the people and prosperity of The Angle, Murray & Riverina. By investing time and resources in this charming region, we've fostered meaningful relationships and developed deep knowledge of the local business environment.

Our commitment to innovation ensures we stay ahead of the curve, harnessing cutting-edge technologies and industry expertise to help regional businesses adapt and grow. Whether you're an established enterprise or a start-up looking to make its mark, COLETEK is dedicated to supporting your success.

We believe in the power of collaboration and community engagement. By working hand-in-hand with local stakeholders, entrepreneurs, and business leaders, we've created a strong network of partnerships that drive positive change and economic growth across The Angle, Murray & Riverina.

So why wait? Let COLETEK be your trusted partner for navigating the challenges and opportunities in this dynamic region. Get in touch today to learn how our expertise can help your business flourish – no matter where you are in The Angle, Murray & Riverina!