At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Irvington 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 Irvington 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)
Why AI & Machine Learning Services for Irvington Clients Choose COLETEK
- 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.
Let’s Build Practical AI & Machine Learning Services for Irvington Together
If you're based in for Irvington 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.
We have long-standing AI & Machine Learning Services for Irvington Experience!
Expert Engineering Solutions for Irvington, New South Wales, Australia - Backed by a Trusted National Reputation
When it comes to serving businesses across Irvington, New South Wales, Australia, COLETEK is the reliable partner you can count on. With over 20 years of experience as a multidisciplinary Australian engineering and product development company established in 2001, we've built a reputation for delivering cutting-edge solutions that meet the unique needs of industries nationwide.
Based in Irvington, New South Wales, Australia, our team is passionate about collaborating with local businesses to bring their visions to life. We understand the importance of being anchored in a community, which is why we're proud to operate throughout Australia, including in Irvington, New South Wales, Australia. Whether you're looking for innovative solutions to drive growth or support for ongoing operations, our team has the capability and expertise to help.
What sets us apart is our commitment to reliability, collaboration, and capability. We believe that long-term relationships are built on trust, open communication, and a deep understanding of our clients' needs. By bringing together experts from various disciplines, we can tackle even the most complex challenges and deliver results that exceed expectations.
As a trusted national player in the Australian engineering and product development landscape, COLETEK has earned a reputation for delivering high-quality solutions that meet the unique demands of industries such as energy, manufacturing, healthcare, and more. Our experience working with businesses across Irvington, New South Wales, Australia, has given us a deep appreciation for the region's diverse economic landscape, from agriculture to services.
If you're looking for an engineering partner that can help drive innovation, improve efficiency, or solve complex problems in Irvington, New South Wales, Australia and beyond, look no further than COLETEK. Our team is ready to collaborate with yours to build something remarkable together.
