Real Estate Intelligence,
Engineered.
Moving the built world into the AI era. We architect institutional-grade data infrastructure, replacing static spreadsheets with live pipelines and intelligent systems for AI optimization.
Enterprise Data Engineering
An AI consultant is only as good as the data it reads. We help institutional real estate firms build the automated, clean data pipelines necessary to get AI-Ready.
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 workflows 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 Market Brief Engine
National Scale
Multi-agent AI system that synthesizes nine government data sources into structured market intelligence briefs — sourced, analyzed, and delivered in under 5 minutes.
Built with Experience.
JRE Analytics is led by Sam Jakshtis, a data engineer and asset valuation specialist focused on bringing institutional-grade research infrastructure to the allocator community.
With a background in high-performance data systems, Sam built JRE to close the gap between the research capabilities of large institutions and what independent allocators actually have access to.
