Prakamya Mishra
Research Scientist at AMD
Seattle, Washington, United States
Summary
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Senior🎓
Top SchoolPrakamya Mishra is a research scientist specializing in large-scale LLM and generative model training, currently advancing pre-training, post-training, and evaluation workflows on AMD GenAI clusters. With nine years of experience spanning industry and academia, she has driven novel RLHF and few-shot sampling methods that improved factual consistency in clinical summarization and cross-domain keyphrase extraction, leading to publications at NeurIPS workshops and EACL. Her background includes applied research roles at Amazon and IBM, independent climate-KG and spoken-word representation projects that earned spotlight and conference acceptances, and a MS in Computer Science from UMass Amherst. Notably, she combines systems-level expertise in cluster-scale training with practical model innovations—such as multi-encoder cross-attention and tokenization strategies that yielded multi-fold gains—making her adept at turning research ideas into scalable training solutions. Based in Seattle, she maintains an active research portfolio and public presence at prakamya-mishra.github.io.
9 years of coding experience
5 years of employment as a software developer
Master of Science - MS Computer Science, Master of Science - MS Computer Science at University of Massachusetts AmherstBachelor of Technology Computer Science, Bachelor of Technology Computer Science at Shiv Nadar University
English, Hindi, Gujarati
Stackoverflow
1reputation
387reached
0answers
1question
Github Skills (84)
mediawiki10
image-processing10
speech10
wikipedia10
computer-vision10
mathematics10
editing10
machine-learning-algorithms9
multiclass-classification9
science9
nlp9
gerrit9
python9
datasets9
opencv9
Programming languages (10)
Github contributions (5)
prakamya-mishra/prakamya-mishra.github.io
Oct 2020 - Apr 2025
Contributions:139 pushes, 2 branches in 4 years 5 months
prakamya-mishra/toastmasters-snu
Sep 2017 - Mar 2022
Contributions:2 pushes, 1 branch, 1 comment in 4 years 7 months
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