About me

AI researcher with expertise in Natural Language Processing (NLP), driven by a strong commitment to fairness, diversity, and inclusion. As a queer intersectional activist, my research is grounded in a desire to challenge social injustices and explore how language technologies can both reflect and reshape societal norms.

I have a strong interest in multidisciplinary research and actively seek collaborations at the intersection of NLP and social themes, particularly those related to social justice and human rights. I am open to exploring diverse applications where language technologies can support equity and inclusion.

I'm currently a PhD Candidate at Centrum Wiskunde & Informatica (CWI) in Amsterdam, where I lead the QueerGen project in collaboration with the Human-Centered Data Analytics (HCDA) group supervised by Laura Hollink. My work focuses on analyzing perspectives and uncovering biases and unbalances in LLMs generations in the context of gender and sexuality, with particular attention to heterocisnormativity and LGBTQIA+ identities.

My latest publication, based on my master’s thesis QueerBench, investigates how LLMs perpetuate discrimination toward queer identities, combining computational methods with critical perspectives from the social sciences.

I graduated with top honors in Computer Science (M.Sc.) from the University of Bologna (Italy) and Bielefeld University (Germany), where I have consistently pursued excellence in both academia and practical application.

Interests

My research interests revolve around the broad topics of NLP and social justice.

In the realm of NLP, I focus on assessing and mitigating bias in large language models. I explore what bias means, who it affects, and how it can be embedded in the context of language models.

Regarding social justice, I aim to support studies that promote diversity, inclusion, fairness, and human rights from an intersectional perspective. I am eager to contribute my knowledge and enthusiasm to any project that aligns with these goals.

Download my CV here.

Recent Pubblications

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Daniel lewis

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Resume

Experience

  1. PhD Candidate

    Nov 2024 - Present at Centrum Wiskunde & Informatica (CWI) · Full-time

    I lead the QueerGen project, a research initiative dedicated to identifying and mitigating discrimination in language models, particularly concerning LGBTQIA+ identities. My work involves not only analyzing biases within these models but also exploring strategies to make AI systems more equitable and inclusive.
    In this role, I collaborate closely with the dynamic Human-Centered Data Analytics (HCDA) team, working to advance the project’s development. Our efforts focus on gaining deeper insights into the behavior of language models, uncovering their inherent biases, and driving innovative solutions to address issues of bias and fairness in AI. Through this collaborative approach, we aim to contribute meaningful advancements to the field of AI ethics, ensuring that intelligent systems better reflect and respect diverse human perspectives.

  2. Software Developer

    Oct 2023 - Sep 2024 at Wospee · Full-time

    The role encompasses overseeing three key areas:
    - HR Solutions Development: I lead initiatives aimed at developing innovative HR solutions tailored to meet our clients' needs effectively.
    - Client Management and Internal Project Management: I actively engage in client interactions and oversee internal project management activities to ensure seamless project delivery and client satisfaction.
    - Contribution to Future Development Roadmap: I play a pivotal role in shaping our future development roadmap, aligning our strategies with long-term objectives.
    My primary focus revolves around collaborating within small teams to develop a user-friendly platform for clients to manage their HR processes seamlessly. This involves extensive work in Python, interfacing with MySQL databases, and leveraging AWS cloud infrastructure. Additionally, we are involved in integrating various new functionalities with the existing Cezanne HR system, enhancing its capabilities and performance

  3. Software Developer

    Oct 2021 - Jul 2022 at Lavoropiù SpA · Part-time

    I specialize in analyzing, developing, and programming company management systems, both on the backend and frontend. My skill set includes working with languages like C#, Javascript, ASP, HTML, CSS, SQL, and leveraging frameworks like Bootstrap and React. I also have experience in hybrid mobile app development using Cordova for both Android and iOS devices. In addition to software development, I handle the management of the company's databases. When needed, I also take on the role of a systems administrator and provide customer support.

  4. Software Developer

    Aug 2021 - Dec 2021 at ISTITUTO MEDICO LEGALE SRL · Self-employed

    Analysis, development, and programming of company management systems, both on the frontend and backend. Tools and languages used include JavaScript, Node.js, HTML, CSS, Bootstrap, and more.

  5. Software Developer

    Oct 2021 - Jul 2022 at Lavoropiù SpA · Part-time

    I specialize in analyzing, developing, and programming company management systems, both on the backend and frontend. My skill set includes working with languages like C#, Javascript, ASP, HTML, CSS, SQL, and leveraging frameworks like Bootstrap and React. I also have experience in hybrid mobile app development using Cordova for both Android and iOS devices. In addition to software development, I handle the management of the company's databases. When needed, I also take on the role of a systems administrator and provide customer support.

  6. Software Developer

    Oct 2019 - Nov 2019 at CheBuoni · Internship

    My experience includes delving into the basics of React and its framework, Next.js, followed by the creation of mini-projects to apply these acquired skills. Additionally, I've studied data exchange management through JSON formats and applied this knowledge to develop mini-projects. Furthermore, I have experience in crafting frontend pages with interactive features using the JavaScript framework, Vue.js.

  7. Network Specialist

    Nov 2016 - Nov 2016 at LepidaSpA · InternshipLepidaSpA

    I specialize in configuring routers (access points) and switches, with a focus on managing extensive networks. My expertise includes server maintenance, data updates for new equipment installations, and in-depth knowledge of VLAN management. Additionally, I have studied key communication protocols.

  8. Information Technology Support Technician

    Jun 2016 - Aug 2016 at GPI · Internship

    I specialize in configuring, backing up, and restoring operating systems. Additionally, I have experience swapping out internal computer components, replacing printer components, and providing Help Desk support through remote connections and ticketing systems. My expertise extends to troubleshooting and resolving various issues with desktops, laptops, printers (including scanners), mobile devices, and tablets.

  9. Helpdesk

    Apr 2016 - Apr 2016 at Var Group · Internship

    I performed quality control tasks and provided support to the Help Desk through remote connections and ticketing systems. Additionally, I completed a course on CRM (Customer Relationship Management) and conducted analyses of critical company processes.

Education

  1. Master of Science - Computer Science (LM) - Curricula: Tecniche del software, Computer Science

    Sep 2021 - Dec 2023 at Alma Mater Studiorum – Università di Bologna

    Grade: 110 Lode

  2. Master Double Degree in Computer Science - Intelligent Systems

    Sep 2022 - Mar 2023 at Bielefeld University

    Grade: 1

  3. Bachelor of Science - Computer Science

    2017 - 2021 at University of Bologna Alma Mater Studiorum – Università di Bologna

    Grade: 97

  4. Diploma Istituto Tecnico e Professionale, Informatica e telecomunicazioni

    2012 - 2017 at Aldini Valeriani

    Grade: 91/100