AI & Machine Learning Services for Chute 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 Chute 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 Chute 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 Chute 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.

Coletek is proud to operate throughout the region of Chute, Victoria, Australia – a hub of innovation, growth, and community spirit. As a multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation for delivering reliable, collaborative, and capable solutions that empower businesses of all sizes.

Headquartered in Chute, Victoria, Australia, Coletek serves as a trusted partner to local entrepreneurs, corporate leaders, and decision-makers. Our extensive experience and expertise enable us to provide tailored support, guidance, and innovation to help companies succeed in an ever-evolving marketplace.

We take pride in our national presence, having worked with clients across Chute, Victoria, Australia, as well as other key regions throughout the country. Our mission is to bridge the gap between technical expertise and business acumen, fostering long-term relationships built on trust, transparency, and a deep understanding of industry-specific challenges.

From conceptualization to execution, Coletek's multidisciplinary approach ensures that our clients receive comprehensive solutions that tackle real-world problems. We focus on collaboration, leveraging the collective expertise of our team members and partners to accelerate innovation and drive business growth in Chute, Victoria, Australia, and beyond.

We invite you to explore how Coletek's trusted engineering solutions can help your business thrive in the heart of Chute, Victoria, Australia. Join the ranks of our satisfied clients who have benefited from our experience, innovation, and commitment to excellence.