AI & Machine Learning Services for Tarilta 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 Tarilta 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 Tarilta 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 Tarilta 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 serve businesses across Tarilta, Victoria, Australia and beyond, leveraging our multidisciplinary expertise in engineering and product development. With over two decades of experience since our founding in 2001, we've established a reputation as a trusted national partner for companies seeking innovative solutions. As a Tarilta, Victoria, Australia-based business owner or technical decision-maker, you understand the importance of reliability, collaboration, and capability. Our team shares your commitment to delivering exceptional results, drawing on our extensive knowledge base and passion for engineering. By partnering with us, local businesses like yours can benefit from COLETEK's comprehensive approach, tailored to address specific challenges and capitalize on opportunities. Our engineering prowess expands far beyond theoretical boundaries, focusing on practical applications that drive real-world benefits. We take the time to listen to your unique needs, working closely with you to identify solutions that meet your goals. Whether you're seeking cutting-edge innovation or looking to optimize existing processes, COLETEK is dedicated to delivering effective engineering solutions. As a multidisciplinary Australian company, we are well-positioned to support businesses in Tarilta, Victoria, Australia and throughout the country, covering various sectors and industries. Our capabilities extend across multiple disciplines, spanning mechanics, thermodynamics, electricals, and more. By combining diverse expertise, we can tackle complex problems head-on, driving value for our clients. In Tarilta, Victoria, Australia and beyond, COLETEK offers a trusted and reliable ally for companies striving to thrive in an ever-evolving environment. We're committed to building long-term relationships built on mutual respect, open communication, and shared success.