AI & Machine Learning Services for Berrigan 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 forBerrigan 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 Berrigan 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 forBerrigan 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.

Servicing Berrigan, Murray & Riverina: COLETEK's Commitment to Local Excellence

In the heart of New South Wales' rich agricultural country, the Berrigan, Murray & Riverina region is a hub of community, commerce, and industry. For businesses looking to thrive in this vibrant area, a trusted partner with deep local roots can make all the difference. That's where COLETEK comes in – our team has spent decades honing its expertise in supporting local enterprises and understanding the intricacies unique to regional markets like Berrigan, Murray & Riverina.

With a national presence that belies our small-town charm, COLETEK is an Australian-owned company committed to delivering tailored solutions for businesses of all shapes and sizes. Our comprehensive approach acknowledges the distinct needs of regional enterprises, tailoring our support mechanisms to the specific demands of the Berrigan, Murray & Riverina community. When you partner with us, you can rest assured that local knowledge, expertise, and dedication are at your fingertips.

As a trusted ally to local businesses in the region, COLETEK has earned its reputation for fostering trust, driving innovation, and staying true to our roots. We believe it's essential to build lasting relationships with those who share our passion for community growth and economic development. This focus allows us to better navigate the complexities surrounding regional economies, ensuring that your business receives seamless, effective support.

In Berrigan, Murray & Riverina, we understand the importance of community cohesion and local prosperity. COLETEK is committed to supporting these ideals by fostering connections between businesses, institutions, and organizations across the region. By engaging with stakeholders at every level and sharing knowledge locally, we can work together towards a brighter future for our collective communities.

If you're looking for a partner that truly understands the unique dynamics of Berrigan, Murray & Riverina – one that brings national expertise to the doorstep of your local business – then COLETEK is your perfect companion. We invite you to join forces with us and discover how our comprehensive approach can elevate your organization's performance, drive growth, and foster long-term success. Now more than ever, it's crucial to partner with a trusted entity that shares your vision for regional revitalization.