kuldeep singh
Data Scientist
Michigan State Univeristy, India
Summary
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SeniorKuldeep Singh is a data scientist and NLP specialist with nine years of professional experience and a master's-level education from Michigan State University. He has applied LLMs and advanced prompting techniques in production-focused research, most recently improving retrieval and reasoning for a financial QA system at JPMorgan Chase using novel clustering-based negative sampling. At ConcertAI he built generalizable NLP pipelines to extract and normalize medication data from unstructured EHRs, combining NER, relation extraction, and entity linking. Proficient in Python, PyTorch, Keras, and scikit-learn, he pairs engineering rigor with research curiosity and a knack for practical prompting strategies. Based in East Lansing, he balances strong academic performance with hands-on projects that bridge research and deployable solutions. He’s a lifelong learner and collaborator who seeks opportunities to turn complex data problems into actionable insights.
9 years of coding experience
Github Skills (42)
gru9
encoder-decoder9
pubmed9
multiclass-classification8
bert-embeddings8
sentiment-classification8
torchtext8
nlp7
entity7
neural-machine-translation7
distilbert7
recurrent-neural-networks7
lstm7
sequence7
sequence-to-sequence7
Programming languages (2)
Github contributions (5)
kuldeep7688/BioMedicalBertNer
Jan 2020 - Nov 2021
Named Entity Recognition using BERT
Contributions:31 commits, 27 pushes, 2 branches in 1 year 9 months
nlpnamed-entity-recognitionentity-recognitionbertentity
kuldeep7688/VDCNN
Apr 2019 - Oct 2020
Implementation of the Very Deep Convolutional Networks for Text Classification
Contributions:16 commits, 2 PRs, 11 pushes in 1 year 6 months
nlpdeep-learningvdcnnconvolutional-neural-networkconvolutional
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