AI & Machine Learning Services for Capital Hill 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 Capital Hill 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 Capital Hill 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 Capital Hill 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 Capital Hill Together

If you're based in for Capital Hill 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 Capital Hill Experience!

Situated in the Heart of Capital Hill, Australian Capital Territory: Unlocking Local Potential with COLETEK

As we continue to grow and thrive in the diverse landscape of Australia's capital cities, it's clear that our presence is not just about establishing a headquarters – it's about building relationships, fostering innovation, and making a meaningful impact on the communities we serve. For us, that means having a strong foothold in Capital Hill, Australian Capital Territory, where innovative thinking meets civic leadership. For over two decades, COLETEK has established itself as a multidisciplinary engineering and product development company with a national reputation for reliability, collaboration, and capability. As a trusted partner, we've supported business growth across Australia, including the thriving entrepreneurial landscape of Capital Hill, Australian Capital Territory. Our experts draw on broad industry knowledge to develop tailored solutions that drive results, often acting as an extension of our clients' own teams. At COLETEK, we're passionate about serving businesses from local startups to established players in Capital Hill, Australian Capital Territory – working closely with them to unlock new opportunities and navigate the complexities of a rapidly changing landscape. By combining cutting-edge engineering expertise with innovative problem-solving approaches, we help entrepreneurs and leaders alike stay ahead of the curve. In Capital Hill, Australian Capital Territory, our commitment to excellence is reflected in every aspect of our work. From developing custom solutions for local industries to collaborating on groundbreaking projects that capture global attention – our dedication remains unwavering. Whether it's supporting a new startup or driving large-scale innovation initiatives, we strive to empower local businesses and individuals to achieve their full potential. Now, as you explore the many possibilities that COLETEK has to offer, rest assured that you're partnering with a trusted ally in Capital Hill, Australian Capital Territory. It's time to bring your vision to life – let us help you every step of the way.

Let’s build something remarkable together.

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

AI & Machine Learning Services for Capital Hill – Amazing Customer Testimonials

Delivered excellence on time, great work and great team, thanks!

Alexander Tietge
Canberra, ACT, Australia

Skykraft is a Canberra based company designing and developing spacecraft for the delivery of global space-based services. Luke and the team have been very responsive with quotes and delivery of machined parts for our company. Looking forward to working with COLETEK on our space programmes.

Doug Griffin
Skykraft, Canberra, ACT, Australia

Delivered excellence on time, great work and great team, thanks!

Alexander Tietge
Canberra, ACT, Australia

We've worked with Luke and the team on and off for the past two years. We've found them very accessible and extremely thorough in their dealings. Their documentation is second to none and we’d have no hesitation recommending them on this basis alone.

Graeme Thornton
Blue Arc IT Solutions, Canberra, ACT, Australia

COLETEK have been absolutely fantastic in their support and manufacture of various components for us. Our designs are always bespoke, intricate and low volume and it’s great to have an Australian company like COLETEK as a trusted and quality manufacturer for our spacecraft mechanical components and assemblies – which have been flight proven through successful mission operations. Keep up the great work!

Andrin Tomaschett
ADFA & UNSW Canberra Space, Canberra, ACT, Australia

Graeme Thornton
Blue Arc IT Solutions, Canberra, ACT, Australia

Doug Griffin
Skykraft, Canberra, ACT, 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