AI & Machine Learning Services for Oakhampton Heights 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 forOakhampton Heights 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 Oakhampton Heights 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 forOakhampton Heights 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.

Australian Business Support in Oakhampton Heights: COLETEK's Commitment to Local Success

Oakhampton Heights, nestled within the picturesque Lower Hunter Valley, New South Wales, Australia, is a thriving hub for local businesses. As an integral part of this community, COLETEK is proud to have established itself as a trusted provider of comprehensive business support services in Oakhampton Heights and its surrounds. In this area, where rich history meets modern innovation, we understand the unique challenges and opportunities faced by entrepreneurs and small business owners. That's why at COLETEK, we're dedicated to providing tailored solutions that address the specific needs of local businesses. Our team is well-versed in the Oakhampton Heights community, allowing us to offer informed guidance and support that translates into tangible results. With decades of collective experience and a strong national presence, COLETEK has consistently demonstrated its commitment to helping Australian businesses grow and thrive. By working closely with our clients through all stages of their journey, from startup to expansion, we've developed a unique understanding of the local market dynamics in Oakhampton Heights. This enables us to deliver truly personalized support that not only meets but exceeds expectations. At COLETEK, trust is at the heart of everything we do. We believe in building long-term relationships based on open communication, transparency, and a passion for empowering local businesses to succeed. By putting our clients' needs first and foremost, we've earned a reputation as a reliable partner for those seeking expert guidance in Oakhampton Heights. As innovation continues to drive growth and development throughout the Lower Hunter Valley region, COLETEK remains at the forefront of business support services, harnessing the latest knowledge and technologies to deliver cutting-edge solutions. In Oakhampton Heights specifically, we're proud to be part of the fabric that's reshaping the local economy, providing critical support to entrepreneurs and small business owners as they navigate the challenges and opportunities that lie ahead. By investing in COLETEK and our comprehensive range of services, businesses in Oakhampton Heights can rest assured that they're partnering with a trusted Australian company that truly understands the local market. With us by their side, they'll have access to expert guidance, innovative solutions, and unwavering support – all tailored to help them achieve lasting success in this vibrant community. Contact Us