Dear Hiring Team, I’m excited to apply for this role. Your mission to help users reason through complex information—not just generate it—strongly resonates with me and the kind of impactful AI products I want to build. In my recent work as a full stack engineer, I’ve developed AI-powered tools that extract, summarize, and structure unstructured data into clear, actionable insights. I’ve worked with LLM integrations, prompt design, and backend orchestration using Python-based frameworks, alongside building intuitive frontends in React. A key focus in my projects has been ensuring outputs are accurate, useful, and aligned with real user needs. I’m particularly drawn to this focus on improving research workflows and decision-making. I enjoy working at the intersection of AI, product thinking, and usability—where the goal is not just technical performance, but meaningful impact for users. Thanks. Best regards.

Liam Bennett

Dear Hiring Team, I’m excited to apply for this role. Your mission to help users reason through complex information—not just generate it—strongly resonates with me and the kind of impactful AI products I want to build. In my recent work as a full stack engineer, I’ve developed AI-powered tools that extract, summarize, and structure unstructured data into clear, actionable insights. I’ve worked with LLM integrations, prompt design, and backend orchestration using Python-based frameworks, alongside building intuitive frontends in React. A key focus in my projects has been ensuring outputs are accurate, useful, and aligned with real user needs. I’m particularly drawn to this focus on improving research workflows and decision-making. I enjoy working at the intersection of AI, product thinking, and usability—where the goal is not just technical performance, but meaningful impact for users. Thanks. Best regards.

Available to hire

Dear Hiring Team,
I’m excited to apply for this role. Your mission to help users reason through complex information—not
just generate it—strongly resonates with me and the kind of impactful AI products I want to build.
In my recent work as a full stack engineer, I’ve developed AI-powered tools that extract, summarize, and
structure unstructured data into clear, actionable insights. I’ve worked with LLM integrations, prompt
design, and backend orchestration using Python-based frameworks, alongside building intuitive
frontends in React. A key focus in my projects has been ensuring outputs are accurate, useful, and
aligned with real user needs.
I’m particularly drawn to this focus on improving research workflows and decision-making. I enjoy
working at the intersection of AI, product thinking, and usability—where the goal is not just technical
performance, but meaningful impact for users.
Thanks.
Best regards.

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Experience Level

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Expert
Expert
Expert
Expert
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Work Experience

Senior Software Engineer at Adyen
January 1, 2024 - March 1, 2026
Architected and deployed transformer-based NLP systems (PyTorch, TensorFlow) for semantic search, ranking, and content understanding, improving user engagement by ~15%. Proven track record of delivering end-to-end solutions from data pipelines and model integration to intuitive user interfaces serving real-world users at scale.
Senior Full Stack Engineer at Nexi
August 1, 2022 - December 1, 2023
Built scalable ML-driven end-to-end systems: developed event-driven data pipelines using Apache Spark (PySpark/Scala) and streaming architectures to process high-volume transactional data. Integrated ML outputs into microservice architectures consumed by web and mobile apps via REST/GraphQL APIs. Coordinated frontend systems with Angular/TypeScript, delivering personalized dashboards. Containerized and deployed services with Docker/Kubernetes across AWS/GCP.
Senior Full Stack Engineer at Revolut
January 1, 2021 - July 1, 2022
Built full-stack platforms combining Python and ASP.NET Core backends with React/Angular frontends for analytics and operational insights. Designed and implemented secure RESTful APIs and microservices. Deployed on AWS/GCP with CI/CD pipelines.
Full Stack Engineer
February 1, 2019 - December 1, 2020
Contributed to cloud deployments (AWS), containerization (Docker), and CI/CD pipelines. Collaborated in agile teams delivering scalable, high-impact solutions for Fortune 500 clients.
Full Stack Engineer at Contentsquare
January 1, 2018 - May 1, 2019
Improved performance through distributed caching, asynchronous processing, and API optimization. Contributed to AWS cloud deployments, Docker-based services, and CI/CD automation. Collaborated in English-speaking engineering teams serving global enterprise clients.

Education

Bachelor in Computer Science at The University of Edinburgh
September 1, 2014 - June 1, 2018

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Financial Services

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
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Expert
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