Sadhana Kumaravel
Research Engineer, AI Foundations
New York City Metropolitan Area United States
Summary
👤
Senior🎓
Top SchoolSadhana Kumaravel is a Research Engineer at IBM Research AI with 10 years of experience building semantics-driven NLP and reinforcement learning systems. She specializes in document AMR and semantic parsing, knowledge-base retrieval, and question answering that combines deep learning with symbolic semantics and alternating minimization techniques. Her work at IBM and earlier at T.J. Watson focused on leveraging Abstract Meaning Representation to distinguish answer-bearing text and construct knowledge graphs that improve QA precision. With a Master’s in Computer Science from Stony Brook and a background in combinatorial graph theory from academic research, she blends theoretical rigor with applied AI research. Based in the New York City area, she brings a rare mix of semantic parsing expertise and practical system-building at the intersection of knowledge representation and ML.
10 years of coding experience
Bachelor’s Degree, Computer Science and Engineering, Bachelor’s Degree, Computer Science and Engineering at SRM UniversityMaster’s Degree, Computer Science, Master’s Degree, Computer Science at Stony Brook University
English, Tamil, Hindi, German
Github Skills (30)
api-documentation10
api10
chatgpt9
openai-api9
interaction8
abstract-meaning-representation8
llm8
physics-engine7
computer-vision6
evaluation6
amr5
nlp5
semantic-parsing5
artificial-intelligence5
machine-learning4
Programming languages (3)
Github contributions (5)
sadhana01/gorilla
Jul 2024 - Jul 2024
Gorilla: An API store for LLMs
Contributions:1 push in 1 day
StonyBrookNLP/Alignment-Classifier
Mar 2016 - Mar 2016
Contributions:9 pushes, 1 branch in 12 days
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