Wall Street risk discipline, applied to real estate AI.

15+ years running trading businesses across global markets, now leading DeCyph’s product strategy and go-to-market.

Gagan spent over 15 years in global markets across FX options, volatility, and cross-asset risk, including senior trading leadership roles at BNP Paribas, Goldman Sachs, and Bank of America Merrill Lynch. Most recently he was a Managing Director at BNP Paribas, running linear and non-linear FX trading for North America and serving on the Global Markets Trading Executive Committee.

As co-founder of Turning Point Equity, he has conducted due diligence on hundreds of small business and commercial real estate opportunities and invested in roughly $15M of assets — experience that directly shapes how DeCyph approaches underwriting, market analysis, and portfolio management.

At DeCyph, Gagan owns product positioning, customer acquisition, and channel partnerships, and designs the agentic workflow patterns, validation layers, and evaluation frameworks that keep AI-generated analyses commercially useful, auditable, and aligned with real investment decisions.

10+ years in quantitative finance and risk at Goldman Sachs, now building DeCyph’s agentic AI platform end to end.

Piyush spent over a decade in financial services across equity, credit, and rates products, including seven years as a Vice President in Risk Strats at Goldman Sachs in New York and London.

He combines that quantitative rigor with hands-on AI engineering: at DeCyph he architected the core agentic system — LLM agents with sandboxed code execution, tool use, and retrieval-augmented generation over deal documents — along with the extraction pipeline that parses complex Excel and PDF financials into standardized outputs.

Piyush owns the platform end to end, from the Python backend and AI agent infrastructure to the web application, with continuous evaluation built in.