Diya Saha
Artificial Intelligence Researcher @UCLA Health
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WORK HISTORY
Artificial Intelligence Researcher @UCLA Health
Los Angeles, CA, US
I built a scalable clinical LLM-based system (Llama, GPT, Claude) to extract structured insights from 500+ unstructured medical notes, enabling consistent analysis of behavioral health signals across diverse clinical documentation. I generated high-quality synthetic clinical notes to support controlled evaluation of model behavior across edge cases and ambiguous scenarios. I implemented automated normalization and validation layers that reduced variability across model responses and mitigated hallucination risks, enabling safe downstream use in analytical pipelines. I also explored prompt engineering and fine-tuning strategies for clinical NLP tasks, improving performance on domain-specific language and medical entity extraction.
EDUCATION
University of California, Santa Cruz
Bachelor's degree, Computer Engineering
Cupertino High School
High School Diploma
UC Irvine
Master of Science - MS, Computer Science
University of California, Berkeley
Summer Program
ABOUT DIYA SAHA
I am a new grad with a Master of Science in Computer Science at the University of California, Irvine. I completed my Bachelor of Science in Computer Engineering with a specialization in Robotics and Control and a minor in Computer Science from the University of California, Santa Cruz. I am determined to expand my knowledge in the rapidly-evolving fields of Artificial Intelligence and Machine Learning, while also exploring the various opportunities within the field of Computer Science.
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