AI & Machine Learning Services for Woodlands 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 Woodlands 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 Woodlands 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)

Why AI & Machine Learning Services for Woodlands Clients Choose COLETEK

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.

Let’s Build Practical AI & Machine Learning Services for Woodlands Together

If you're based in for Woodlands 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.

We have long-standing AI & Machine Learning Services for Woodlands Experience!

Exceptional Engineering and Product Development for Woodlands, New South Wales, Australia Businesses

At COLETEK, we're proud to have earned a reputation as one of the most trusted engineering and product development companies in Australia. Since our establishment in 2001, we've been serving businesses across Woodlands, New South Wales, Australia, with our multidisciplinary expertise and innovative approach. Operating throughout the region, including Woodlands, New South Wales, Australia, our team has a deep understanding of the unique challenges faced by local businesses. We take pride in using this knowledge to provide tailored support that helps companies like yours thrive. With our national reputation built on reliability, collaboration, and capability, you can trust us to deliver exceptional results every time. We believe that true innovation happens when engineering and product development come together in perfect harmony. That's why we bring together experts from various fields to co-create solutions that meet the specific needs of each business. Whether you're looking to improve operational efficiency, craft a new product or service, or tackle a complex problem, our team is equipped to help. As a business owner or technical decision-maker based in Woodlands, New South Wales, Australia, you need a partner who can understand your unique goals and objectives. You deserve a company that not only has the technical expertise but also takes the time to listen, collaborate, and adapt its approach to meet your specific needs. That's what sets us apart at COLETEK. We're more than just an engineering and product development company – we're dedicated partners who will work tirelessly with you to achieve your vision. Whether you're serving businesses in Woodlands, New South Wales, Australia, or operating throughout the region, our expertise is unmatched, and our commitment to exceptional results unwavering. So why settle for anything less? Let us demonstrate the COLETEK difference today. Serving businesses across Woodlands, New South Wales, Australia, and beyond, we're ready to help you build something remarkable.

Let’s build something remarkable together.

AI & Machine Learning Services for Woodlands – Our Clients: Big Brands & Small Businesses

AI & Machine Learning Services for Woodlands – Amazing Customer Testimonials

I was grateful to find Luke Cole at COLETEK in the early days of an invention idea. He was very patient and generous with information to guide me along the way. And even though I did not preceed with my project, I would still recommend his services. Thank you.

Astrid Van Ewyk
Sydney, NSW, Australia

We have used COLETEK on a couple of occasions and found their service to be professional and on time. We specialise in engineering and design of height safety equipment and since a lot of parts are made by casting from stainless steel we require a quick model before we proceed with the tool manufacture. COLETEK has been able to provide this quickly saving us valuable time and giving us peace of mind knowing our parts will look right when casted from stainless steel.

Jan Kroupa
Safety Roof Anchors, Sydney, NSW, Australia

COLETEK have provided one to one communication throughout the development process and gone above and beyond in bringing our ideas closer to becoming a reality! Luke's expertise and knowledge with computer software and electronics is Jedi like, but what I liked most about working with him was his willingness and ability to think outside of the box.

Jarrod Stephens
Sydney, NSW, Australis

I have been working closely with COLETEK for the past 6 years now, and I must say, it is a success story :-). I highly respect their team, they are a pleasure to work with and top skilled professionals. In addition to their top Technical service, their customer service is brilliant and it is a rare find. Their PCB repair rework skills are top notch and a rare find in this industry. I have been working in the IT industry for the past 20 years in various fields and seen it all so I can say with certainty that they are the best around and I am looking forward to keep working with them in the future.

Oded Kuznik
IT Land, Tweed Coast, NSW, Australia

Intuitive, innovative & efficient are three words that would appropriately describe the COLETEK service. Luke and the team at COLETEK have taken our concepts to the next level.

Alan Hay
Boylan Group, Sydney, NSW, Australia

As the proprietor a DIY environmentally pest control products business I have been more then impressed with COLETEK's design capability and professionalism in assisting to realise an idea into reality. From concept, CAD drawings, 3D modelling, alterations right through to the finished product. I am extremely happy with our new termite control product. I have no hesitation in recommending COLETEK's services.

Paul Faranda
EBC Enviro Bug Control, Northern Rivers, NSW, Australia

I recently discovered COLETEK after I accidently managed to fry the PCB on my hard drive. The drive contained 13 years worth family photos and wasn't comfortable sending it off where it could be damaged more or lost in the post. After spending hours researching and emailing different data recovery companies, I decided on COLETEK. Luke was very helpful and let me know the estimated costs up front, and was able to quickly do the repairs necessary to get my drive running like new again. I was able to back up the whole drive and the bill ended up cheaper than the original quote. I can highly recommend them and have already sent a friend to get their drive repaired too.

Jesse Bogaert
Northern Rivers, NSW, Australia

Founded in 2001, we are a multiple award winning, highly experienced multidisciplinary company specialising in lean product development through rapid prototyping - transforming ideas from concept to life. Our industry-leading team combines deep expertise, cutting-edge technology, and advanced equipment to validate emerging ideas—transforming them into market-ready hardware and software solutions.

Our experience dates back to the 1990s with ANU "Robotics Systems Lab", CSIRO, NICTA (aka Data61), Seeing Machines, Location Aware Technologies, and Hemisphere GPS (aka BEELINE). For over 10 years now, we've been focused on validating R&D and taking ideas to commercialisation.

Robotics Services Links

Useful Links

Location

Head Office: Gold Coast, Australia
Servicing worldwide, notably:
Australia, NZ, UK, USA, Canada, Europe, UAE, and Asia