AI & Machine Learning Services for Kotta 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 Kotta 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 Kotta 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 Kotta 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 business leaders in Kotta, Victoria, Australia embark on their innovation journeys, they often find themselves seeking reliable partners to help bring their visions to life. That's where COLETEK comes in – a multidisciplinary Australian engineering and product development company established in 2001 with a national reputation for trustworthiness and innovative problem-solving. At COLETEK, we're passionate about supporting local businesses across Kotta, Victoria, Australia just like we have been throughout the country. Our expertise extends far beyond traditional engineering boundaries; we delve deep into what matters most to our clients - their business goals. By combining our capabilities with your industry insights, we create tailored solutions that drive success. Operating throughout Australia's regions, including Kotta, Victoria, Australia, COLETEK has established a reputation for delivering results-oriented projects that elevate our partners' competitive edge. Our collaborative approach ensures seamless communication and alignment across all stages of product development, from conceptualization to commercial release. When partnering with us, you can expect unwavering reliability, transparency, and dedication to your specific needs. By leveraging COLETEK's decades-long expertise in engineering and product development, you'll benefit from a unique combination of domain knowledge, analytical skills, and creative flair – all tailored to serve businesses across Kotta, Victoria, Australia. As a trusted partner for local businesses seeking to revolutionize their industries, we're proud to have played a role in shaping countless success stories. Join the ranks of businesses that have relied on COLETEK's capabilities to stay ahead of the curve. Let our shared experience work together to build something remarkable for Kotta, Victoria, Australia.