AI & Machine Learning Services for Telangatuk 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 Telangatuk 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 Telangatuk 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 Telangatuk 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.

Coletek, a multidisciplinary Australian engineering and product development company established in 2001, has been serving businesses across Telangatuk East, Victoria, Australia with unparalleled expertise. Our national reputation is built on the bedrock of reliability, collaboration, and capability.

Our team of experts is based in Telangatuk East, Victoria, Australia, working closely with local businesses to accelerate innovation and growth. By drawing on decades of experience, Coletek provides trusted support throughout Australia, helping businesses large and small overcome complex engineering challenges.

Whether you're seeking customized solutions for manufacturing, infrastructure, or technology products, Coletek brings together diverse disciplines under one roof. Our comprehensive approach spans research and development, design, prototyping, testing, and production – empowering businesses to drive progress in their chosen markets.

In Telangatuk East, Victoria, Australia, we're committed to helping local businesses flourish by harnessing our collective wisdom. From concept through delivery, our experts ensure seamless project execution, allowing clients to focus on core activities while we handle the technical intricacies.

Coletek operates at the intersection of engineering and product development, delivering innovative solutions that meet real-world needs. By putting collaboration and customer-centricity front and center, we build strong relationships with businesses across Telangatuk East, Victoria, Australia, helping them succeed in an increasingly competitive landscape.