Vimig Socrates
Consultant at Boston Consulting Group (BCG)
Boston, Massachusetts, United States
Summary
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Senior🎓
Top SchoolVimig Socrates is an academic-turned-builder with 11 years of experience applying machine learning and biomedical informatics to real-world healthcare problems. Currently a Consultant at BCG after completing a PhD at Yale, he has driven research and product-focused projects ranging from EHR-derived physician burnout measures to multimodal knowledge-graph models predicting ED imaging orders. He blends rigorous research—multiple papers and an AMIA talk—with hands-on ML engineering experience at Siemens Healthineers and startups, improving label quality and deploying Sagemaker/Redshift ML proofs of concept. A former MIT LinQ Catalyst and venture fellow, he pairs clinical domain fluency with commercialization instincts to identify unmet needs in healthcare. Notably, his n2c2 competition work placed second for ICU note entailment, reflecting strength in human-in-the-loop pipelines and relation extraction. Based in Boston, he thrives at the intersection of research, product, and implementation, turning complex biomedical data into actionable clinical insights.
11 years of coding experience
Master's of Science in Computer Science, Bioinformatics, Master's of Science in Computer Science, Bioinformatics at Case Western Reserve UniversityWaubonsie Valley High SchoolDoctor of Philosophy - PhD, Biomedical Informatics, Doctor of Philosophy - PhD, Biomedical Informatics at Yale UniversityIllinois Mathematics and Science Academy
Tamil, Spanish, English
Stackoverflow
184reputation
8kreached
4answers
15questions
Github Skills (105)
transformers10
python10
lda10
fasttext10
smart-on-fhir10
deep-learning10
gemma10
glm10
glove10
word2vec10
corpus10
pandas10
statistics10
multimodal10
audio10
Programming languages (9)
Github contributions (5)
vsocrates/indexingselector
May 2018 - Aug 2018
Models to select articles that need to be indexed in Medline
Contributions:4 PRs, 155 pushes, 1 branch in 2 months
indexedmachine-learningneedmedline
vsocrates/moore-followup
Jan 2023 - Jun 2026
Moore Followup Training and Inference
Contributions:2 PRs, 3 pushes, 3 branches in 3 years 4 months
inferencemachine-learningmooretrainingsampling
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