AI & Machine Learning Services for Torrita 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 Torrita 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 Torrita 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 Torrita 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. With a wealth of experience, a commitment to innovation, and a trusted national reputation, we've earned the respect of businesses across Torrita, Victoria, Australia and throughout Australia. Our team is dedicated to helping local entrepreneurs, startups, and established companies bring their imaginative ideas to life. We're passionate about building strong relationships with our clients, collaborating closely to identify solutions that meet their unique needs. Whether you're looking to improve existing processes or pioneer groundbreaking products, we have the expertise to support your success. For businesses in Torrita, Victoria, Australia, we understand the importance of reliability, scalability, and adaptability. As a trusted engineering partner, we'll work tirelessly alongside you to deliver innovative solutions that meet your growth aspirations. Our experienced engineers and product developers are skilled at crafting bespoke products and services that cater to the specific needs of businesses operating in this region. As an Australian company, we have a deep understanding of the local market dynamics, regulatory environments, and cultural nuances that define the region. This expertise enables us to develop tailored solutions that not only meet but exceed our clients' expectations. By choosing COLETEK as your engineering partner, you can rest assured that your projects are in capable hands. Our comprehensive services cater to various industries and sectors, allowing us to provide flexible support to businesses operating throughout Torrita, Victoria, Australia and across the country. When it comes to executing ambitious projects, we understand that trust is essential. At COLETEK, we're committed to fostering lasting partnerships built on mutual respect, open communication, and unwavering dedication to delivering exceptional results. So why settle for anything less when you can have a collaborative engineering partner like COLETEK supporting your endeavors in Torrita, Victoria, Australia? Let's build something remarkable together that elevates your business and leaves a lasting impression.