Vimig Socrates
Consultant at Boston Consulting Group (BCG)
Boston, Massachusetts, United States
Summary
👤
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
1 year of employment as a software developer
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 (138)
transformers10
language-model10
python10
fasttext10
deep-learning10
glove10
word2vec10
corpus10
statistics10
pandas10
transformer10
topic-modeling10
nlp10
jax10
gensim10
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
hms-dbmi/halyos
Jul 2017 - Oct 2021
Redesigning the Patient Portal Experience with SMART on FHIR.
Contributions:286 commits, 94 PRs, 244 pushes in 4 years 4 months
patient-portalfhirpatientsmart-on-fhirportal
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.