AI & Machine Learning Services for Burkes Flat 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 Burkes Flat 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 Burkes Flat 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 Burkes Flat 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, COLETEK has earned a reputation as a trusted partner to businesses across Burkes Flat, Victoria, Australia. With years of experience in collaborating with local organizations, we've developed the expertise and capability to deliver innovative solutions that drive growth and success. Based in Burkes Flat, Victoria, Australia, our team operates throughout the region, serving businesses in the area with their engineering and product development needs. Our focus on reliability, collaboration, and capability has allowed us to build strong relationships with clients from a wide range of industries. Whether you're a small start-up or an established player, we understand the importance of trust and transparency in working together to achieve your goals. As a company that's committed to supporting businesses in Burkes Flat, Victoria, Australia, we take pride in our ability to adapt to local market conditions, leveraging our national reputation to deliver tailored solutions that meet the unique needs of the region. Our team is dedicated to providing exceptional service and support, ensuring that every project achieves its full potential. When it comes to engineering and product development, COLETEK offers a comprehensive suite of services designed to help businesses in Burkes Flat, Victoria, Australia succeed. From concept to reality, we'll work closely with your team to understand your goals, identify challenges, and develop innovative solutions that meet the needs of your organization. At COLETEK, we're passionate about building long-term relationships with our clients, based on trust, reliability, and mutual respect. We believe that by operating throughout Burkes Flat, Victoria, Australia, we can make a meaningful difference in the lives of local businesses and communities.