AI & Machine Learning Services for Abington 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 Abington 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 Abington 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 Abington 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 long-standing member of the Australian engineering and product development community, COLETEK has built a reputation for delivering innovative solutions that meet the unique needs of local businesses in Abington, New South Wales, Australia. Established in 2001 as a multidisciplinary company, we take pride in our national presence and commitment to working closely with clients across all sectors.

With years of experience serving businesses across Abington, New South Wales, Australia, we've developed a deep understanding of the local market. Our team includes experts with diverse backgrounds and expertise, enabling us to approach every project with a broad perspective and tailor our services to meet the specific needs of each client.

Data-driven decision-making is the hallmark of successful businesses in Abington, New South Wales, Australia. COLETEK helps them achieve this by developing custom engineering solutions that drive innovation, reliability, and collaboration. Our trusted reputation is built on delivering results-oriented outcomes that benefit our clients' bottom line.

As a local, Australian company, we're perfectly positioned to provide tailored support to businesses in Abington, New South Wales, Australia. Our capability, grounded in robust engineering principles, enables us to develop solutions that address the unique requirements of each client. By partnering with COLETEK, local businesses can leverage our expertise and capabilities to drive growth, improve efficiency, and respond effectively to changing market conditions.

COLETEK's proven track record of success is built on a foundation of engineering excellence, commitment to collaboration, and passion for delivering exceptional results. Operating throughout Australia, including in Abington, New South Wales, we've earned the trust of clients who demand the best from their partners. Whether you're looking to drive growth, improve efficiency, or respond to changing market conditions, trust COLETEK to help your business thrive.