AI & Machine Learning Services for Tostaree 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 Tostaree 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 Tostaree 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 Tostaree 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 a hub of innovation and entrepreneurial spirit, businesses in Tostaree, Victoria, Australia rely on trusted partners to bring their ideas to life. For over 20 years, COLETEK has been a steadfast companion in the Australian engineering and product development landscape, priding itself on delivering multidisciplinary solutions that exceed client expectations.

Based in Tostaree, Victoria, Australia, our team operates throughout the region, working closely with local businesses to overcome technological challenges and capitalize on new opportunities. With a national reputation built on reliability, collaboration, and capability, we're uniquely positioned to support companies of all sizes across Tostaree, Victoria, Australia.

As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK has honed its expertise through a wide range of projects spanning industries and disciplines. Our strength lies in our ability to distill complex problems into pragmatic solutions, empowering businesses to outmaneuver market challenges and drive growth.

As you navigate the ever-evolving landscape of Tostaree, Victoria, Australia's business community, trust COLETEK to be your trusted partner in product development and engineering excellence. From concept design to production-ready implementation, our team brings a wealth of knowledge and sector-agnostic perspective to deliver tailored solutions that meet the unique demands of local businesses.

Operating throughout Tostaree, Victoria, Australia and beyond, COLETEK's collaborative approach ensures seamless communication, reducing project risks while fostering enduring relationships with clients. We're not just an engineering company – we're a strategic partner helping you stay ahead in today's fast-paced marketplace.