Data Engineering for the
Built World.
Moving the built world to the modern era. Replacing static spreadsheets with live pipelines for real estate, agriculture, and infrastructure.
Engineering your physical and financial data to be AI-Ready.
The Paradigm Shift
Traditional real estate consulting relies on outdated census data and manual aggregation. We build software systems that index the market in real-time.
Technical Capabilities
Delivering enterprise-grade data engineering and software development to solve complex business challenges.
Automated Workflows
Replacing manual spreadsheet processes with robust, automated pipelines that reduce error and save hundreds of hours across real estate and infrastructure.
AI-Ready Infrastructure
Building scalable data warehouses and lakes (BigQuery, Snowflake) that structure your physical and financial assets for immediate AI ingestion.
Custom Applications
Developing tailored web applications for internal tooling, client portals, and complex spatial data visualization.
Asset Engineering
Translating complex financial and environmental models into code for real-time scenario analysis across the built world.
Core Languages
- Python
- SQL
- TypeScript
- Rust
Data Engineering
- dbt
- Airflow
- BigQuery
- Snowflake
- Postgres
Web & Viz
- Next.js
- React
- Tableau
- PowerBI
- Tailwind
Infrastructure
- AWS
- Docker
- Terraform
- Google Cloud
Selected Projects
Engineering case studies across data infrastructure and asset valuation.
Predictive Mixed-Use Demand Model
Nashua, NH
Dynamic demand modeling for a 40-acre lifestyle center. Integrated tax migration flows and real-time competitor scraping to validate a 15% rent premium based on cross-border arbitrage.
Data Architecture for a Capital Advisory Firm
Distributed Architecture
Data architecture for a capital advisory firm. Implemented a data warehouse and ETL pipeline to aggregate and analyze data from multiple sources.
Treasury Infrastructure for Underwriting
Multi-Party Platform
Designed the business logic and treasury layer for a real estate development firm, focusing on automated systems and work flows to optimize underwriting and closing processes.
Automated Underwriting Pipeline
National Scale
End-to-end acquisition pipeline processing 100+ deals weekly. Auto-generating initial investment memos and sensitivity tables for investment committee review.
Agricultural Yield vs. Land Value Model
Midwest Portfolio
Real-time crop yield monitoring system integrating satellite imagery and public filings to predict farmland valuation adjustments 6 months in advance.
AI Analyzer for Industrial Logistics
National Scale
AI analyzer for cold-storage and logistics memorandums. Models drive-times against demographic shifts to value industrial infrastructure assets.
Engineered with Experience.
JRE Analytics is led by Sam Jakshtis, an expert in data engineering and asset valuation with a focus on scalable architecture.
With a background in high-performance data engineering, Sam brings disciplined execution to market analysis, aiming to close the gap between institutional data standards and real estate consulting.
