AI & Machine Learning Services for Jarklin 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 Jarklin 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 Jarklin 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 Jarklin 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.

In the heart of Victoria, Australia, lies the thriving region of Jarklin. With its rich history, picturesque landscapes, and strong sense of community, it's no wonder businesses in this area are constantly innovating to stay ahead of the curve. At COLETEK, we're dedicated to supporting these very businesses, helping them overcome technical challenges and achieve their goals with our expert engineering and product development services. With over two decades of operating as a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has earned a reputation for being a trusted partner across the nation. Our extensive experience has allowed us to develop a keen understanding of the unique needs of businesses like yours, located in Jarklin, Victoria, Australia. By working closely with our clients, we've mastered the art of collaboration, tailoring our solutions to meet their specific requirements and goals. At COLETEK, we pride ourselves on being more than just an engineering or product development company – we're a partner that can provide reliability, expertise, and capability when it matters most. Our dedicated team of experts is well-equipped to handle projects of all sizes, from concept to reality, ensuring seamless integration with your existing operations. Whether you're based in Jarklin, Victoria, Australia or operating throughout the region, we're committed to serving businesses across our own backyard, bringing our wealth of experience and innovative spirit to the local community. By doing so, we aim to empower local entrepreneurs, inventors, and innovators to turn their ideas into reality. In Jarklin, Victoria, Australia, COLETEK is proud to be an integral part of the region's economic fabric, supporting businesses as they grow and thrive in our shared community. Our passion for engineering and product development sets us apart, but it's our commitment to collaboration that truly makes the difference.