AI & Machine Learning Services for East Wangaratta 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 East Wangaratta 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 East Wangaratta 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 East Wangaratta 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 multidisciplinary Australian engineering and product development company established in 2001, Colletek has earned a reputation as a trusted partner for businesses across East Wangaratta, Victoria, Australia. With a strong presence in this region, we're committed to supporting local entrepreneurs, family-run operations, and corporations alike. Our story begins with a deep understanding of the East Wangaratta community – its rich history, stunning natural beauty, and evolving business landscape. We've witnessed firsthand the growth of the region's manufacturing sector, from modest beginnings to the innovative hubs that now pepper the landscape. As East Wangaratta continues to thrive, Colletek is poised to contribute its expertise, fostering collaboration between local businesses, entrepreneurs, and the community. As a cutting-edge engineering and product development company, we're not just tech-savvy – we're problem solvers. Our team of experienced professionals will work tirelessly with yours to identify challenges, develop innovative solutions, and bring your vision to life. Whether you need assistance streamlining operations, creating new products, or enhancing customer experiences, our capabilities span a wide range of industries and applications. At Colletek, reliability is not just a promise – it's a standard we adhere to. Our commitment to delivering high-quality results, on time and within budget, has earned us accolades nationwide. As you navigate the complexities of East Wangaratta's business environment, you can rely on our integrity, flexibility, and collaborative approach. In operation throughout Australia, Colletek has built a proud reputation as a trusted partner for businesses seeking innovative engineering solutions that drive growth and success. Now, we're excited to bring this expertise to the doorstep of your East Wangaratta-based operation or organization. Don't settle for mediocrity – partner with a company that genuinely cares about the well-being of East Wangaratta's business community. Join forces with Colletek to unlock new opportunities, enhance productivity, and drive innovation in our region. Together, let's build something remarkable.