AI & Machine Learning Services for Tallangatta East 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 Tallangatta East 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 Tallangatta East 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 Tallangatta East 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 key part of the Australian engineering landscape, COLETEK is proud to serve businesses across Tallangatta East, Victoria, Australia. With over two decades of experience in engineering and product development, we've established ourselves as trusted partners for organizations seeking reliable, innovative solutions that drive growth.

Nationally recognized for our multidisciplinary expertise, COLETEK is an Australian-owned company founded in 2001. Our team's passion for collaboration and capability has allowed us to forge long-term relationships with clients throughout the country, including Tallangatta East, Victoria, Australia.

Our engineering prowess has been honed through extensive experience in developing bespoke solutions tailor-made for specific industry needs. Whether serving businesses across regional areas like Tallangatta East or major metropolitan centers, we bring a commitment to transparency, reliability, and exceptional customer service.

We're not just about delivering individual services; our strength lies in our ability to offer comprehensive engineering support that spans the entire product development lifecycle – from concept to deployment. By working closely with clients based in Tallangatta East, Victoria, Australia, we've consistently demonstrated our capacity to meet complex project demands and exceed expectations.

With a strong reputation built on trust, innovation, and capability, COLETEK is uniquely positioned to support the unique needs of businesses operating across Tallangatta East, Victoria, Australia. We invite you to explore how our experienced team can assist your organization in achieving its goals – from product design to operations management.