AI & Machine Learning Services for Eviron 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 Eviron 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 Eviron 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 Eviron 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 long-established multidisciplinary Australian company with years of experience in engineering and product development, COLETEK has earned a reputation as a trusted partner for businesses across Eviron, New South Wales, Australia. Since our inception in 2001, we have continued to innovate and evolve, remaining committed to delivering exceptional results that meet the needs of our clients.

With a strong national presence, COLETEK is well-positioned to serve businesses in Eviron, New South Wales, Australia, as well as throughout the country. Our expertise spans a broad range of industries and sectors, allowing us to bring a unique perspective and approach to each project we undertake. By working closely with our clients, we combine their goals and objectives with our technical capabilities and innovation mindset to create custom solutions that set them up for long-term success.

COLETEK's ability to deliver reliable outcomes is built on a foundation of collaboration, capability, and a deep understanding of the challenges businesses face. Whether you're an established player or an emerging innovator, we understand the importance of staying ahead of the curve in today's ever-changing market landscape. By partnering with COLETEK, you can be confident that your project will receive the attention it deserves from experienced professionals who genuinely care about its success.

Located in Eviron, New South Wales, Australia, and operating throughout the region, our team is dedicated to making a positive impact on the communities we serve. We believe that by working together, we can create lasting value for all stakeholders involved – from local businesses and organizations to individual families and community members.

If you're looking for a trusted partner in engineering and product development solutions to help take your business to the next level, look no further than COLETEK. With our extensive expertise, innovative approach, and commitment to delivering exceptional results, we are ready to support businesses throughout Eviron, New South Wales, Australia in achieving their goals.