David Heineman
Predoctoral Young Investigator
Seattle, Washington, United States
Summary
🤩
Rockstar🎓
Top SchoolDavid Heineman is a predoctoral young investigator with a decade of experience at the intersection of NLP research and software engineering, currently based at AI2 and affiliated as a pre-doc with AllenAI. He blends academic rigor from Georgia Tech with production-focused internships at AWS and machine learning experience at Patientco, shipping models and services that bridge research prototypes and scalable systems. David has moved between startup incubation—Founder in Residence at Entrepreneur First—and research roles, signaling both entrepreneurial instincts and deep technical curiosity. His work emphasizes applied NLP and ML engineering, and he maintains a public-facing resume and projects at davidheineman.com, demonstrating a commitment to clear communication and reproducible work.
10 years of coding experience
4 years of employment as a software developer
Bachelor of Science - BS, Bachelor of Science - BS at Georgia Institute of Technology
Github Skills (20)
post-training10
pytorch9
inference9
classifiers8
text-generation8
natural-language-processing7
evaluation-framework7
nlp7
machine-learning4
language-model4
quantization4
llm3
large-language-models3
chrome-extension2
latex2
Programming languages (3)
Github contributions (5)
davidheineman/davidheineman.com
May 2021 - May 2026
Contributions:89 pushes, 2 branches in 5 years 1 month
davidheineman/thresh
Jun 2023 - Apr 2026
🌾 Universal, customizable and deployable fine-grained evaluation for text generation.
Contributions:2 reviews, 4 PRs, 187 pushes in 2 years 10 months
text-generationannotation-toolevaluation-frameworknatural-language-processingnlp
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