# Nate Davis

> Software Engineer at Smartleaf

Location: United States, United States
Profile: https://flows.cv/natedavis

## Work Experience
### Portfolio Management Engineer @ Smartleaf
Jan 2026 – Jan 2026 | Boston, Massachusetts, United States

### Software Engineer @ Composable Analytics, Inc.
Jan 2023 – Jan 2026 | Cambridge, MA
- Built classification models to predict vendor codes from unstructured invoice data, improving accuracy from 60% to 75%
- Architected scalable OCR workflows with Amazon Textract, extracting and cleaning tabular data from scanned PDFs for machine learning models, reducing manual processing time by 90%
- Designed natural language, RAG-based interface enabling non-technical users to query complex healthcare datasets

### Research Assistant @ Tufts University
Jan 2022 – Jan 2022 | Medford, MA
Hassoun Lab
- Developed contrastive deep learning models with PyTorch to accurately predict metabolite presence in samples using mass spectrometry data
- Analyzed and presented machine learning-based metabolomics research during weekly lab meetings

### Senior Search Coordinator @ Isaacson, Miller
Jan 2020 – Jan 2021 | Boston, MA
- Managed executive searches in the civic sector, with a focus on higher education
- Automated timesheet data processing for 27 reference specialists, reducing report delivery time by 80%

### Search Coordinator @ Isaacson, Miller
Jan 2018 – Jan 2020

### Senior Business Intelligence Analyst @ EverQuote
Jan 2017 – Jan 2017 | Cambridge, MA
- Designed and analyzed six-month pricing experiment, quantifying tradeoff between customer churn reduction and revenue per lead to inform discount policy
- Built regression models in R to prioritize customer success interventions, optimizing resource allocation across support team
- Executed analyses using SQL, Python, and Excel, communicating results across sales, customer support, engineering, and C-suite
- Built executive dashboards in Looker

### Business Intelligence Analyst @ EverQuote
Jan 2016 – Jan 2017 | Cambridge, MA

### Analyst - Management Consulting @ Treacy & Company
Jan 2014 – Jan 2016 | Needham, Massachusetts, United States
- Led market sizing/segmentation and voice of customer analysis for industrial building materials manufacturer entering new vertical
- Wrote monthly firm newsletter


## Education
### Bachelor of Arts - BA in Economics
Dartmouth College

### Master of Science - MS in Computer Science
Tufts University

### The Roxbury Latin School

### Linear Algebra
Harvard Extension School


## Contact & Social
- LinkedIn: https://linkedin.com/in/natecdavis

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Source: https://flows.cv/natedavis
JSON Resume: https://flows.cv/natedavis/resume.json
Last updated: 2026-03-31