Karmanya Aggarwal
Senior MLE 1 at Formation Bio
Cambridge, Massachusetts, United States
Summary
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Senior🎓
Top SchoolKarmanya Aggarwal is a Senior Machine Learning Engineer with 11 years of experience building and deploying high-throughput predictive models that move product and business metrics. He blends academic rigor—publishing at ACL and EMNLP—with hands-on protein design and generative modeling work that produced high-hit-rate antibody libraries and novel protein–protein interaction designs. Comfortable collaborating across engineering and stakeholder teams, he has a track record of shipping production ML (from anomaly detection at Twilio to sales lead qualification that increased conversions by 30%). His background spans applied research and productization, with experience building data pipelines, active learning systems, and low-data solutions for real-world deployments. Based in Cambridge, MA, he combines deep learning expertise from a Penn Data Science masters with practical engineering chops dating back to early internships and open engineering roles. A less obvious strength is his ability to negotiate project success metrics and annotation strategies to deliver resilient systems under tight labeling constraints.
11 years of coding experience
8 years of employment as a software developer
Bachelor's Degree Computer Science Engineering, Bachelor's Degree Computer Science Engineering at BML Munjal UniversityDelhi Public School Mathura RoadElectrical and Electronics Engineering, Electrical and Electronics Engineering at University of Illinois Urbana-ChampaignMasters Data Science, Masters Data Science at University of Pennsylvania
Stackoverflow
528reputation
35kreached
7answers
11questions
Github Skills (83)
python10
pandas10
data-science10
text-mining10
data-analysis10
manipulation10
frame10
dataframes9
nlp9
datasets9
data-manipulation9
discord9
data-structures9
code-golf8
esoteric-programming-language8
Programming languages (6)
Github contributions (5)
CalmDownKarm/perpetualwhitebelt
May 2018 - Jan 2022
jekyll blog
Contributions:38 pushes, 1 branch in 3 years 7 months
jekyll-blogjekyll
CalmDownKarm/calmdownkarm.github.io
Dec 2019 - Jan 2022
Contributions:15 pushes, 1 branch in 2 years 1 month
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