AI & Machine Learning Services for Serviceton 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 Serviceton 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 Serviceton 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 Serviceton 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.

At COLETEK, we're proud to be a multidisciplinary Australian engineering and product development company established in 2001. For two decades, our team has been dedicated to helping businesses across Serviceton, Victoria, Australia thrive through innovative solutions and expert collaboration. As a trusted partner, we've earned a national reputation for reliability, technical expertise, and commitment to delivering exceptional outcomes. Our experience spans numerous industries, including manufacturing, construction, and services, making us well-equipped to support the diverse needs of businesses operating throughout Serviceton, Victoria, Australia. We believe that building strong relationships with local stakeholders is crucial for driving growth and success. That's why we're committed to understanding the unique challenges and opportunities facing businesses in Serviceton, Victoria, Australia. Our goal is to work closely with clients to identify opportunities, develop tailored solutions, and drive tangible results. COLETEK prides itself on being more than just an engineering or product development company – we're a trusted partner that can help navigate complex technical problems, leveraging our expertise and capabilities to deliver reliable and cost-effective solutions. By collaborating with us, Serviceton, Victoria, Australia businesses can overcome obstacles, seize new opportunities, and stay competitive in the ever-evolving market. For Serviceton, Victoria, Australia-based companies seeking a trusted ally for their engineering and product development needs, COLETEK is an excellent choice. Our experienced team is equipped to tackle complex challenges, develop innovative solutions, and drive business growth. As we continue to operate throughout Serviceton, Victoria, Australia, we're committed to building lasting relationships with local businesses, supporting the community, and fostering a culture of innovation and collaboration.