AI & Machine Learning Services for Chatsworth 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 Chatsworth 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 Chatsworth 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 Chatsworth 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 Australian engineering and product development company established in 2001, COLETEK has built a reputation as trusted experts who understand the unique challenges faced by businesses operating in Chatsworth, Victoria, Australia. Our experienced engineers and innovators work closely with clients to develop custom solutions that drive results. Whether you're a local business owner or technical decision-maker, we're here to support your growth and success. Operating throughout the region of Chatsworth, Victoria, Australia, and nationwide, COLETEK has developed deep expertise in serving businesses across this vast area. Our team is dedicated to providing exceptional collaboration and reliability, ensuring that every project is a resounding success. By leveraging our extensive capabilities, local companies can remain competitive, overcome technical hurdles, and capitalize on new market opportunities. Chatsworth, Victoria, Australia businesses face distinct challenges, from innovative product development to process optimization and quality control. COLETEK's multidisciplinary approach addresses these complexities head-on, offering comprehensive solutions tailored to your unique needs. Our reputation for reliability and trusted partnerships has earned us a strong record of success across various sectors and industries. While we are well-known nationally for our engineering expertise, it's our commitment to the Chatsworth, Victoria, Australia community that drives our work. We understand the importance of supporting local businesses and empowering them with the knowledge and capabilities necessary to thrive in today's competitive landscape. When looking for a trusted partner to help overcome engineering challenges or develop innovative products, look no further than COLETEK. Our experience, innovation, and dedication to collaboration make us the ideal choice for Chatsworth, Victoria, Australia companies seeking reliable, high-quality solutions.