AI & Machine Learning Services for Beechworth 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 Beechworth 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 Beechworth 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 Beechworth 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.

When it comes to driving innovation and growth for businesses in Beechworth, Victoria, Australia, there's no substitute for collaboration with a trusted partner. As a multidisciplinary Australian engineering and product development company established in 2001, COLETEK is the go-to choice for companies seeking reliable, tailored solutions. With a nationwide presence and a strong track record of delivering results-driven outcomes, we're uniquely positioned to support the region's diverse range of businesses. Whether you're an entrepreneur looking to launch a new venture or an established enterprise seeking to expand your horizons, our team's collective experience and expertise can help turn your ideas into reality. With COLETEK based in Beechworth, Victoria, Australia, we're committed to understanding the unique challenges and opportunities facing local businesses. By recognizing that every operation is distinct, we design solutions that mesh seamlessly with your organization's specific needs. Our unwavering dedication to innovation, collaboration, and capability has earned us a reputation as a trusted partner across industries. As a result, our team at COLETEK is well-equipped to navigate the complexities associated with engineering and product development, ensuring that the end result not only meets but exceeds expectations. For businesses in Beechworth, Victoria, Australia, this translates into a competitive edge in an ever-evolving market. At COLETEK, we're passionate about empowering local entrepreneurs and business leaders to achieve their goals through strategic collaboration and insightful engineering expertise. We're excited to bring our capabilities to the doorstep of businesses operating throughout Beechworth, Victoria, Australia, knowing that our collective efforts can yield remarkable outcomes.