AI & Machine Learning Services for Calivil 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 Calivil 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 Calivil 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 Calivil 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.

Located at the heart of Victoria's rich agricultural region, Calivil is a thriving community that requires innovative solutions to drive its growth. As a multidisciplinary engineering and product development company established in 2001, COLETEK brings extensive expertise and trusted reputation to support businesses like yours across Calivil, Victoria, Australia. Our mission is to empower local enterprises with the knowledge, tools, and know-how to overcome challenges and seize new opportunities.

With a proven track record of delivering results-driven engineering solutions, COletek has earned its place as a leading partner for businesses in Calivil, Victoria, Australia and nationwide. As you plan your next move, it's crucial to have a reliable collaborator by your side. By combining our national reputation with local knowledge and understanding of the unique demands placed on Calivil's entrepreneurs and business leaders, we empower organizations like yours to succeed.

We take pride in being more than just a company – we are trusted engineers who genuinely care about the outcomes of our clients. Our team is comprised of dedicated professionals with diverse skill sets, leveraging their collective strengths to address specific challenges. Operating throughout Australia, including Calivil, Victoria, Australia, we have developed a deep understanding of local markets and have forged lasting relationships with businesses from various sectors.

When you partner with COLETEK, you gain access to a breadth of expertise and capabilities designed to help your organization thrive in Calivil's dynamic landscape. We don't just offer services – we provide reliable, results-driven solutions that address the unique needs of our clients. By collaborating with our team, you can expect high-quality engineering and product development expertise that aligns with your goals and aspirations.

COletek has a long history of delivering successful projects for businesses in Calivil, Victoria, Australia, and we remain committed to supporting local entrepreneurs and business leaders who share our passion. As your trusted partner, we will work closely with you to understand your objectives and develop tailored engineering and product development strategies that drive value and optimize your operations.