Harsh Soni
Ml Researcher @Algoverse
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WORK HISTORY
Ml Researcher @Algoverse
Project Title: Sequential Model Editing for Consistency and FairnessInvestigating sequential model editing for consistency and fairness in multi-turn dialogues. Testing strategies like root-first, leaf-first, and batch processing across MEMIT, LoRA, and fine-tuning on LlaMA-3.2-1B and Qwen3-8B, using datasets such as RIPPLEEDITS and FairMT-10K to develop principles that prevent collapse and ensure fairness.
EDUCATION
Penn State University
Bachelor of Science - BS, Computer Science and Economics
University of California, Berkeley
Bachelor of Science, Computer Science
ABOUT HARSH SONI
Hi! I\'m Harsh. Junior at Penn State studying CS and Econ, currently at UC Berkeley as a…
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