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I am a Ph.D. student in the Halıcıoğlu Data Science Institute at UC San Diego advised by Dr. David Danks.
My research focuses on the design, development, and governance of AI systems
by advancing techniques for fairness, bias mitigation, and the ethical deployment of machine learning systems.
I approach these challenges using tools from game theory, reinforcement learning, and AI safety, with an emphasis on building adaptive, accountable
systems that function effectively in dynamic and uncertain environments.
I am currently seeking internships in both industry and academia. My goal is to continue conducting sociotechnical research that
supports the ethical and responsible deployment of AI and machine learning systems.
Languages: Python, R, C++, C#, LaTeX, HTML/CSS
Tools & Platforms: GitHub, Notion, Unix
ML Tools: Keras, TensorFlow, Scikit-learn
Applications: LaTeX, Notion, GitHub
Research Areas: Machine Learning, Human-Centered Design, Policy and Game Theory
Nandhini Swaminathan, David Danks.
Digital Society, 3(1), 7.
Nandhini Swaminathan, David Danks.
Pluralistic Alignment Workshop at NeurIPS.
Nandhini Swaminathan, David Danks.
arXiv preprint.
Nandhini Swaminathan, David Danks.
IEEE International Conference on Quantum Computing and Engineering (QCE)
Arpita Gupta, Nandhini Swaminathan, Ramadakrishnan Balakrishnan.
Journal of Mechanics of Continua and Mathematical Sciences, 15(7), 352.
Awarded a competitive scholarship to attend the flagship LWT Summit, recognizing potential and contributions to the tech community.
Achieved second place in the annual competition organized in association with Cognizant, demonstrating exceptional technical and problem-solving capabilities in a high-pressure environment.
Selected for a 12-week intensive internship alternative, sponsored by Meta and GitHub, focusing on Site Reliability Engineering (SRE) and DevOps.
Chosen to join 300 international students and young professionals at a conference focused on key issues in the Asia region, including foreign policy, technology, and science.
Achieved a score of 98.6% on the Oracle Certified Associate, Java SE Programmer test.
Contribute to technology policy discussions and initiatives within the ACM.
Advise the Chancellor on issues related to gender equity and the status of women at UC San Diego.
Contributed to DEI initiatives to promote an inclusive environment within the Department of Computer Science and Engineering. Represented the department at external DEI conferences and collaborated on programs supporting underrepresented groups in computing.
Volunteered to teach and support educational programs for an NGO.
I'm always open to discussing research, collaboration, or new opportunities. The best way to reach me is by email.
