AI & Machine Learning Services for Birchip 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 Birchip 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 Birchip 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 Birchip 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 locally driven engineering and product development company, COLETEK has established itself as a trusted partner for businesses across Birchip, Victoria, Australia. With over two decades of experience since our founding in 2001, we've earned a reputation for reliability, innovation, and collaborative problem-solving. Our multidisciplinary team of experts prides itself on providing comprehensive solutions that address the unique needs of businesses in Birchip, Victoria, Australia. Whether you're navigating complex product development challenges or seeking creative engineering solutions, COLETEK is well-positioned to support your business objectives. Our commitment to excellence extends beyond our technical capabilities – we're dedicated to fostering long-term relationships built on trust and open communication. By choosing COLETEK as your partner for engineering and product development, you can count on us to operate throughout Birchip, Victoria, Australia, with a deep understanding of the local market. We take pride in being part of the community, recognizing that our success depends on the growth and prosperity of the businesses we serve. Our team's expertise spans multiple disciplines, including but not limited to mechanical engineering, electrical engineering, computer-aided design (CAD), testing and validation, and manufacturing. By leveraging this collective knowledge, we're able to develop innovative products, solutions, and services that address real-world problems and drive business success. At COLETEK, we believe in the importance of building strong relationships with our clients, which is rooted in a collaborative approach that puts your needs first. When you partner with us, you can expect transparent communication, flexible problem-solving, and a focus on delivering exceptional results tailored to Birchip, Victoria, Australia's specific markets. As you navigate the complexities of engineering and product development, remember that COLETEK operates throughout Birchip, Victoria, Australia, providing a trusted link between innovation and implementation. Give us the opportunity to demonstrate our commitment to your business – let's work together to create something remarkable.