Elliot One

Founder

London, England, United Kingdom9 yrs 2 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Founder of multiple tech ventures with scalable solutions.
  • Expert in AI Engineering and Software Development.
  • Mentor for the next generation of engineers.
Stackforce AI infers this person is a SaaS and AI solutions architect with extensive experience in software engineering.

Contact

Skills

Core Skills

Artificial Intelligence (ai)Software Development Life Cycle (sdlc)Software ArchitectureMicroservicesMachine LearningWeb DevelopmentSoftware Engineering

Other Skills

Full-Stack DevelopmentSystems Design.NETC#ASP.NET CoreEntity FrameworkPythonFastAPIOpenAI APIsJavaScript/TypeScriptReactNext.jsPostgreSQLSQL ServerAzure

About

I’m a tech founder who transforms ambitious ideas into scalable, real-world technology solutions that solve meaningful problems. Over the years, I’ve founded and led tech ventures, built high-impact products across finance, education, healthcare, and enterprise systems, and thrived in fast-moving startup environments. My expertise sits at the intersection of AI Engineering, Software Engineering, and Systems Design, where I design and deliver resilient AI platforms, scalable distributed systems, and adaptive infrastructures that evolve with business needs. I combine systems thinking, deep technical intuition, and strategic leadership to align technology, design, and business goals. Beyond building tech ventures, I educate and mentor the next generation of engineers, helping them innovate, grow, and advance their careers. ———————— Subscribe to The Modern Engineer Newsletter: elliotone.com ———————— I am relentlessly focused on delivering: ➜ Value ➜ Impact ➜ Long-term growth Cutting-edge Solutions → xantco.com 📩 For business inquiries, collaborations, or partnership opportunities, reach out at business@elliotone.com Let’s Connect: [1] Instagram: https://www.instagram.com/elliot1one [2] X (Twitter): https://x.com/elliot1one [3] Substack: https://substack.com/@elliotone [4] GitHub: https://github.com/ElliotOne [5] TikTok: https://www.tiktok.com/@elliot1one [6] YouTube: https://www.youtube.com/@elliotone [7] Support my work: buymeacoffee.com/elliotone

Experience

9 yrs 2 mos
Total Experience
3 yrs 10 mos
Average Tenure
1 yr 8 mos
Current Experience

Arti education

Founding Engineer

Feb 2026Present · 4 mos · London, United Kingdom · Hybrid

  • Early technical hire focused on building core AI systems, production infrastructure, and engineering foundations.
Artificial Intelligence (AI)Software Development Life Cycle (SDLC)Full-Stack DevelopmentSystems Design

The modern engineer

Founding AI Engineer

Nov 2025Present · 7 mos · London, United Kingdom · Remote

  • I create and lead The Modern Engineer, a newsletter and community that helps engineers design, build, and deploy production-grade AI systems. I develop technical learning experiences, produce in-depth content, and build tools and workflows that empower readers to master AI engineering, system design, and scalable architectures while staying ahead in a rapidly evolving tech landscape.
Artificial Intelligence (AI)Software ArchitectureSoftware Development Life Cycle (SDLC)

Xant

7 roles

Senior AI Engineer | AI-Enabled Systems

Promoted

Oct 2024Present · 1 yr 8 mos · London, United Kingdom · Remote

  • Design, develop, and deploy AI/ML-powered SaaS platforms, delivering scalable, modular solutions for startups and enterprises.
  • Architect full-stack applications with integrated AI models for personalization, automation, and advanced analytics.
  • Build cloud-native, microservices-based systems using .NET, Python, and JavaScript (React/Next.js), with scalable infrastructure on Azure and AWS.
  • Apply Clean Architecture, Domain-Driven Design, and multi-layered principles for maintainable, technical excellence.
  • Lead technical strategy, system design, and feature planning across multiple products, acting as both engineer and architect.
  • Integrate LLMs (OpenAI, HuggingFace) and classical ML models (scikit-learn, TensorFlow) into back-end and front-end.
  • Conduct Unit, Integration, and E2E testing to ensure robustness and rapid iteration.
  • Build internal tools, CI/CD pipelines, and deployment strategies with Docker, GitHub Actions, and Kubernetes.
  • Produce technical docs for APIs, tooling, and system architecture to streamline scaling and onboarding.
  • Review code, mentor engineers, and maintain high engineering standards across the stack.
  • Technologies: .NET, C#, ASP.NET Core, Entity Framework, Python, FastAPI, OpenAI APIs, Azure OpenAI, JavaScript/TypeScript, React, Next.js, PostgreSQL, SQL Server, Azure, AWS, Docker, Kubernetes, Microservices, Clean Architecture, GitHub Actions, CI/CD, xUnit, ML.NET, LangChain, HuggingFace
.NETC#ASP.NET CoreEntity FrameworkPythonFastAPI+20

Senior Software Engineer

Promoted

Sep 2023Oct 2024 · 1 yr 1 mo · London, United Kingdom · Remote

  • Delivered multiple high-impact internal and startup-focused platforms, managing all aspects of software development from architecture to deployment.
  • Implemented core product functionalities including user management, process automation, and scalable platform features.
  • Built and migrated monolithic applications to modular microservices architectures, improving scalability, deployment efficiency, and maintainability, with CI/CD pipelines, containerization, and cloud deployments (Azure, GKE).
  • Ensured software reliability, security, and scalability through automated testing, monitoring, and iterative improvements.
  • Collaborated across engineering, product, and strategy to drive technical direction and successful project delivery.
  • Technologies: C#, .NET, ASP.NET Core, Entity Framework, Microsoft SQL Server, REST APIs, Clean Architecture, Multi-Layered Design, Modular Monolith, Microservices, CI/CD, Docker, Kubernetes, Azure, Google Cloud (GKE), Unit & Integration Testing
C#.NETASP.NET CoreEntity FrameworkMicrosoft SQL ServerREST APIs+11

Machine Learning Engineer

Oct 2021Mar 2022 · 5 mos · London, United Kingdom · Remote

  • Partnered with a university mechanical engineering department to apply machine learning expertise in addressing complex optimization challenges.
  • Spearheaded research initiatives to develop and refine machine learning models for precise predictions of material behaviors, contributing to advanced engineering solutions.
  • Applied deep learning techniques to enhance the analysis and optimization of composite materials.
  • Engineered novel algorithms to refine predictions and optimize material properties, fostering interdisciplinary problem-solving efforts.
  • Implemented artificial neural networks for predictive modeling and analysis, integrating computer engineering methodologies with cutting-edge optimization techniques.
  • Technologies: Python, MATLAB, TensorFlow, Keras, Scikit-learn, NumPy, Pandas, Matplotlib, Seaborn, Artificial Neural Networks (ANNs), Optimization Algorithms, Jupyter Notebooks
PythonMATLABTensorFlowKerasScikit-learnNumPy+8

Software Engineer

Sep 2020Aug 2023 · 2 yrs 11 mos · London, United Kingdom · Remote

  • Engineered and deployed advanced software solutions for two startups and 7+ additional end-to-end client projects, leveraging .NET technologies.
  • Collaborated with stakeholders to define and document business requirements, creating functional and technical specifications aligned with objectives.
  • Architected bespoke end-to-end solutions, such as custom Content Management Systems for clients in e-commerce, the timber industry, tourism, legal services, and B2B/B2C-focused startup ventures.
  • Enhanced code quality through rigorous Unit and Integration Testing with xUnit and NUnit, significantly reducing defects.
  • Produced technical documentation, including system architecture and API guides, to streamline development, maintenance, and onboarding.
  • Optimized application performance using profiling tools and refactoring, improving speed and user satisfaction.
  • Diagnosed and resolved complex issues with debugging tools to enhance system stability and support.
  • Conducted code reviews to ensure adherence to industry standards in quality, security, and maintainability.
  • Leveraged Clean Architecture, MVC, Microservices, Multi-layered Architecture, and Modular Monolith principles to build scalable, robust, and maintainable applications.
  • Proactively solved technical challenges through innovative solutions and a deep understanding of software engineering.
  • Committed to continuous learning, acquiring and applying new technologies in project work.
  • Technologies: ASP.NET Core MVC, .NET, C#, Microsoft SQL Server, Entity Framework, REST APIs, Microservices, Modular Monolith, Clean Architecture, Multi-Layered Design, xUnit, NUnit, API Documentation, Profiling Tools, Debugging Tools, Visual Studio, Git, Azure DevOps
ASP.NET Core MVC.NETC#Microsoft SQL ServerEntity FrameworkREST APIs+13

Founder

Promoted

Jul 2017Present · 8 yrs 11 mos · London, United Kingdom · Remote

  • Delivering innovative, end-to-end software solutions across industries, including SaaS, AI-powered, and deep-tech platforms. Focused on high-performance, scalable, and maintainable systems, with full ownership across product, engineering, and technical strategy.

Full Stack Engineer

Promoted

Jul 2017Aug 2020 · 3 yrs 1 mo · London, United Kingdom · Remote

  • Architected and deployed a bespoke accounting desktop application for a Timber Manufacturing Company, facilitating financial record-keeping, inventory management, and financial analysis, which significantly enhanced operational control and reporting accuracy.
  • Designed and developed a comprehensive patient management desktop application for a clinic, streamlining patient records, appointments, and billing processes, leading to a 30% increase in operational efficiency and enhanced patient care.
  • Customized and enhanced pre-designed templates to deliver visually compelling websites, driving user engagement and satisfaction through tailored layouts and advanced optimizations.
  • Expertly improved SEO performance across multiple websites by refining content, optimizing keywords, and enhancing media elements, leading to a notable increase in organic traffic and overall user experience.
  • Developed cutting-edge JavaScript-based website templates, showcasing strong entrepreneurial skills and broadening the impact of high-quality web development solutions.
  • Technologies: .NET Framework, C#, Microsoft SQL Server, WPF, WinForms, Desktop Application Development, HTML, CSS, JavaScript, Bootstrap, Web Development, WordPress, SEO Optimization
.NET FrameworkC#Microsoft SQL ServerWPFWinFormsHTML+7

Web Developer

Mar 2017Jun 2017 · 3 mos · London, United Kingdom · Remote

  • Collaborated on HTML, CSS, and JavaScript coding tasks to develop various web-based projects.
  • Executed rigorous testing and debugging processes to ensure optimal performance and usability of websites.
  • Applied industry-standard front-end techniques to create user-friendly and visually appealing websites.
  • Collaborated closely with UI/UX designers to ensure seamless integration of design elements and user-centric features into web projects.
  • Technologies: HTML, CSS, JavaScript, Bootstrap, Joomla, Browser Developer Tools
HTMLCSSJavaScriptBootstrapJoomlaBrowser Developer Tools+1

Aitis (aiti solutions)

Full Stack Engineer

Oct 2024Apr 2025 · 6 mos · London, United Kingdom · Hybrid

  • Developed large-scale healthcare software leveraging AI/ML to enhance user health-tracking capabilities, integrating predictive analytics and personalized insights for improved decision-making.
  • Designed, refactored, and implemented scalable microservices architectures with 30+ microservices using Python, FastAPI, and PostgreSQL, ensuring high performance, scalability, and secure data management.
  • Ensured robust data validation and type safety with Pydantic, alongside efficient database management using SQLAlchemy to maintain high-quality data and optimize query performance.
  • Led development of interactive UIs with React.js while managing external junior engineers’ deliverables, integrating seamlessly with backend services for real-time data visualization and enhancing user engagement.
  • Maintained and upgraded mobile applications for wearables (smart watch and ring) using Kotlin and React Native, ensuring smooth performance, cross-platform compatibility, and real-time data synchronization with backend services.
  • Collaborated with cross-functional teams in an Agile environment to deploy machine learning models into production environments, ensuring seamless cloud-native integration with AWS services like EC2 (Ubuntu).
  • Technologies: Python, FastAPI, Pydantic, SQLAlchemy, PostgreSQL, React, React Native, Kotlin, Microservices Architecture, AI/ML Model Deployment, Docker, AWS, Agile
C#JavaScript

Monoversity

3 roles

Software & Machine Learning Instructor

Jan 2022Dec 2022 · 11 mos · London, United Kingdom · Remote

  • Led a comprehensive Machine Learning course for 30+ master's students, covering advanced topics, guiding academic projects, and mentoring on applying ML techniques to real-world challenges, while supervising the implementation and analysis of 20+ practical ML projects as part of the curriculum.
  • Conducted an in-depth ASP.NET Core course for different cohorts, providing students with advanced skills in developing scalable and high-performance web applications using the ASP.NET Core framework.
  • Conducted intensive C# classes, including foundational and advanced courses, providing students with deep technical knowledge and hands-on experience in C# programming.
  • Technologies: ASP.NET Core MVC, .NET, C#, Microsoft SQL Server, Entity Framework, Python, MATLAB, TensorFlow, Keras, Scikit-learn, NumPy, Pandas, Matplotlib, Seaborn, Artificial Neural Networks (ANNs), Optimization Algorithms, Jupyter Notebooks

Founder

Promoted

Jan 2021Nov 2025 · 4 yrs 10 mos · London, United Kingdom · Remote

  • Designing and delivering deep, project-driven courses in software engineering and AI/ML, equipping learners with practical skills, frameworks, and real-world experience to build, scale, and maintain advanced systems. Creating educational content including posts, podcasts, and videos to engage a global audience. Providing expert consultations and one-on-one mentorship to guide learners in solving complex software challenges.

Technical Content Creator

Jan 2021Dec 2021 · 11 mos · London, United Kingdom · Remote

  • Created and published over 200 professional posts on programming techniques and coding practices, complemented by over 20 podcasts and videos across various platforms.
  • Provided expert consultations to over 100 students, supporting their software development goals and refining their learning pathways.
  • Conducted one-on-one programming sessions and live broadcasts to deliver mentorship and technical expertise to guide newcomers in the coding community.
  • Technologies: C#, Javascript
ASP.NET Core MVC.NETC#Microsoft SQL ServerEntity FrameworkPython+13

Education

City St George’s, University of London

Master of Science - MS — Software Engineering with Cloud Computing

Oct 2023Oct 2024

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