Daniel Campos
Distinguished Engineer at AlphaSense
New York, New York, United States
Summary
🤩
Rockstar🎓
Top SchoolDaniel Campos is a CEO and former research scientist with 11 years of experience building and scaling ML-driven search, retrieval, and NLP systems across academia and industry. He earned a PhD in Computer Science from UIUC and combines deep research in IR/IE/NLP with product and engineering rigor developed at Microsoft, Snowflake, Neeva, and Neural Magic. His work includes practical advances such as CAPOT and KALE for efficient retrieval and embedding alignment, shipping hundreds of models for CPU-friendly inference, and building enterprise-grade unstructured data tooling. Comfortable moving between code, metrics, and go-to-market strategy, he has delivered systems that cut costs and latency while improving accuracy at scale. A former PM who turned researcher-founder, he pairs an architect’s eye for aesthetics and design with a rigorous, experimental approach to model efficiency. Based in New York, he’s equally at home prototyping novel algorithms and leading teams to productionize them.
11 years of coding experience
11 years of employment as a software developer
Master's degree Computational Linguistics, Master's degree Computational Linguistics at University of WashingtonBachelor of Science (B.S.) Computer Science, Bachelor of Science (B.S.) Computer Science at Rensselaer Polytechnic InstituteDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at University of Illinois Urbana-Champaign
English, Spanish
Github Skills (84)
transformers10
python10
datasets10
pruning10
bing10
huggingface10
deep-learning10
speech10
automl10
gemma10
quantization10
pandas10
multimodal10
onnx10
audio10
Programming languages (7)
Github contributions (5)
spacemanidol/CurriculumLearningForLanguageModels
Mar 2020 - Sep 2020
Contributions:47 commits, 72 pushes, 1 branch in 5 months
spacemanidol/Image2Smiles
Jan 2021 - May 2021
Given an image of a molecule create a smiles or mol represenatation.
Contributions:107 commits, 96 pushes, 2 branches in 4 months
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