Jonathan S
Financial Modeling Consultant & AI Infrastructure Engineer at JDS Capital Advisors
United States
Summary
👤
Senior🎓
Top SchoolJonathan S is a Financial Modeling Consultant and AI Infrastructure Engineer with 14 years of experience building institutional-grade financial models (DCF, LBO, REPE, VC waterfalls, distressed debt, SaaS ARR) and the AI tooling to generate them programmatically. He contracts with PE firms, investment banks, and AI companies to deliver production-ready, audit-friendly models that follow IB/PE conventions like one-row-one-calculation and zero hardcode. On the AI side he architects agent platforms and evaluation datasets—using Temporal.io, LangGraph, WASM/Extism, Ray, Kubernetes and more—to benchmark and automate analyst-level model generation. Selected projects include a 112-segment Netflix Cohort ARR snowball, PayPal and Caterpillar models, VC convertible-preferred waterfalls, and EV charger securitizations. Combining hands-on finance, programmatic Excel tooling (openpyxl, python-docx) and model evaluation, he operates at the intersection of institutional finance and applied AI.
14 years of coding experience
Bachelors of Science in Policy, Management & Planning, Real Estate Development & Construction Management, Bachelors of Science in Policy, Management & Planning, Real Estate Development & Construction Management at University of Southern CaliforniaMaster of Science in Real Estate, Finance and Investment, Master of Science in Real Estate, Finance and Investment at New York UniversityProfessional Development Certificate, Real Estate Development, Professional Development Certificate, Real Estate Development at Urban Land Institute Real Estate School
Spanish
Stackoverflow
2,089reputation
1.2mreached
34answers
29questions
Github Skills (126)
sql-client10
postgresql10
db210
flip10
erd10
brazil10
nosql10
dbeaver10
sql10
database10
sqlite10
database-access10
mysql10
java10
firebird10
Programming languages (12)
Github contributions (5)
jonathands/dados-abertos-receita-cnpj
Dec 2022 - Feb 2023
Repositório com os últimos compilados de dados abertos do Cadastro Nacional de Pessoa Jurídica (CNPJ)
Contributions:13 releases, 14 commits, 2 PRs in 2 months
b-info/ZfcUser
Jul 2016 - Nov 2019
Contributions:5 pushes, 1 branch in 3 years 4 months
zendzf2phpauthenticationregistration
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