Leadership trajectory

Experience calibrated for regulated AI scale.

Marc's background sits where AI, data, and software collide with capital-markets sophistication, duty-of-care expectations, and durable operational risk.

Recent-decade CTO scope

Chief Technology Officer and Acting CEO - Caravel Concepts

Approx. four-year chapter - United States - B2B fintech software - buyers in regulated and institutionally discerning segments.

Dual CTO and acting chief executive accountability for product direction, engineering throughput, security posture, and revenue-bearing client delivery, with continuous exposure to how buyers evaluate depth on capital markets mechanics, solvency-style analytics, and data integrity.

Composite reading

The capability themes below blend firsthand work Marc led as Chief Technology Officer at Riverfront and as CTO / acting CEO at Caravel Concepts. Interim acting chief executive stretches, venture-facing diligence, and certain partnership / commercial narrative arcs skew heavily toward Caravel Concepts. Trading engineering, Monte Carlo sophistication, planning interoperability, securities-master rigor, modernization discipline, and client demos matured across Riverfront and Caravel Concepts alike.

Platform and engineering

Directed build-out of trading workflows, holistic wealth and planning experiences, Monte Carlo / capital-market-assumption engines, ALM-capable analytics, and client-ready execution paths.
Owned reliability, observability, release discipline, and pragmatic SDLC norms so speed did not abandon auditability or rollback.

Data foundations

Built and evolved broad securities and instrument masters spanning equities, fixed income, funds, ETFs, commodities, annuity-related constructs, ingestion, and validation.
Partnered with SMEs on pricing hygiene, lineage concerns, corporate actions, and diligence questionnaires that accompany institutional adoption.

Production AI and productivity

Shipped multi-agent workflows for cash-flow exploration, tax-aware scenario thinking, forecasting, and related decision support with guardrails suitable for regulated narratives.
Built evaluation frameworks with automated gates, human-verified baselines, versioned prompts and outputs, and discipline against silent regression.

Commercial, VC, and security leadership

Served as the front-line technical voice in sponsor-facing, investor-facing, and large-prospect demos where domain depth had to land with experts.
Held acting CEO responsibilities during transitional periods while keeping delivery, stakeholder confidence, and internal alignment connected.
Established enterprise information security policies bridging fast-moving delivery with audit-friendly behavior.

Additional CTO depth beyond Riverfront and Caravel Concepts

Recurring arcs include modernizing live revenue footprints, portfolio consolidation, integrations, migrations, analytics capabilities, cloud choreography, vendor governance, cyber preparedness, and board-facing technology narrative during inflection stress.

Public-copy boundaries

Granular outcome metrics, staffing contours, calendars, Riverfront chronology refinement, and Caravel timelines stay out of public copy unless authorized. We expand or walk through nuance under agreement.

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