AI & Machine Learning Services for Tomalla 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 forTomalla 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 Tomalla 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 forTomalla 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.

Strengthening Local Businesses in Tomalla, Upper Hunter Valley, New South Wales, Australia

Tomalla, nestled in the picturesque Upper Hunter Valley, is a thriving region rich in history and natural beauty. As your trusted partner for growth and development, COLETEK is proud to call this area home. With over 20 years of experience supporting businesses across Australia, we have earned a reputation for delivering innovative solutions and building strong relationships with our clients.

At COLETEK, we understand the unique challenges faced by local businesses in Tomalla and the Upper Hunter Valley region. We're committed to helping entrepreneurs, owner-operators, and managers in this area thrive through our expertise, resources, and dedication to their success. Our experience extends from the rich coal mining heritage of Scone to the rolling hills and vineyards of Pokolbin – supporting businesses that bring pride and prosperity to our regional community.

We're not an out-of-town consultant offering one-size-fits-all solutions. We're a national company with local roots, working closely with local businesses to address their specific needs and goals. Our team is equipped to tackle complex challenges and find creative solutions that drive growth, improve operational efficiency, and increase profits.

Residents of Tomalla know the importance of building trust with those who serve them best. We're not just talking about a company – we're talking about your neighbor, friend, or colleague. That's why COLETEK is committed to being an integral part of this community. Our people are local, friendly, and passionate about supporting the growth and development of every business in Tomalla and beyond.

We're not just providing services; we're building relationships, sharing knowledge, and investing time in our clients' success stories. As your partner for growth and development, COLETEK is dedicated to empowering local businesses like yours to reach new heights and achieve their goals. Let us help you navigate the challenges of the ever-changing business landscape.

Whether you're a startup looking to establish itself or an established business seeking to expand its operations, we invite you to experience the difference that COLETEK can bring to your organization. To take the first step towards achieving your vision, Contact Us today and let's get started on your path to success.