Consulting · Products · Austin, TX · San Antonio, TX
From institutional multi-asset risk frameworks to automated CRE due diligence models.
Revolutionize multi-asset investing using Bayesian workflows.
Learn how…I Consulting
For pensions, quant funds, risk teams, and LPs who evaluate mathematically rigorous, uncertainty-aware frameworks.
II Consulting
For engineering firms, inspectors, and lenders who need operational friction removed from their report pipeline.
III Product
Institutional look-through and Bayesian analytics for mixed public/private portfolios — bridging sparse private-asset data with real-time public markets.
Rigorous, uncertainty-aware frameworks for institutions that need decisions to survive a risk committee. Three solution modules, one for each sub-audience.
Allocators & pension funds
Quant funds & systematic alpha
Risk teams & LPs / GPs
Meridian began as this practice's proof-of-concept for Bayesian un-smoothing: P(Vreal | Mpublic) ∝ P(Mpublic | Vreal) · P(Vappraisal), reconciling real-time public-market signals with smoothed private appraisals across mixed public/private portfolios.
Clear your report backlog. Scale inspection volume without adding fixed overhead.
Field engineers excel at physical site walks and structural assessments — not spending hours wrestling with ASTM spreadsheets and formatting 12-year Capital Reserves tables. I serve as a backend financial analytics desk for engineering firms, translating raw field notes and draft PDFs into institutional-grade, lender-ready Excel pro-formas.
Convert raw field observations into formula-linked, multi-scenario 12-year reserve tables.
Standardize technical engineering findings directly into institutional CRE underwriting templates.
Zero field liability — a fractional analytics and production desk that helps senior engineers double weekly inspection capacity.
Zero field liability: physical observations, EULs, ERULs, and unit costs stay with your field observer. Under the hood, this pipeline is Meridian's Document-to-Model Engine (FastAPI + DuckDB + PDF transclusion) — the technology that parses engineering reports and Excel DCFs into the pro-forma. Sample deliverable: a two-asset data-center + industrial-warehouse dashboard — preview the workbook →. To review the live Excel file, request access via pramodty@gmail.com.
Production performance infrastructure across funds, aggregates, and composites. Multi-decade validated history used for research and governance.
Institutionalized traceability standards that corrected reported performance by ≥450 bp in key asset classes. NCREIF / MSCI methodology work.
Stress framework presented to Federal Reserve oversight. Underwriting and syndication systems on ~$3B of complex transactions.
Acquisition support on ~$100–300M multifamily and creative office. First comprehensive budgeting framework for a large SFR platform (~30,000 units).
Full career history, credentials, and technical appendix on the résumé page →.
Engineering firms: send a redacted field-note pack or a draft PCR. I return a scoped workbook and a turnaround time. Allocators and risk teams: a 30-minute call on the decision that is currently made with a point estimate.