Built a structured workflow to extract, standardize, and organize financial data from complex documents. Delivered clean, analysis-ready datasets and automated processes to significantly reduce manual effort and accelerate downstream analysis.

Pricing sensitivity and elasticity analysis for a high-growth messaging platform that identified willingness-to-pay segments and redesigned packaging to balance reliability premiums with predictable pricing.

Built a data-driven sourcing workflow for a boutique investment bank to identify high-fit targets in New Jersey across IT, Healthcare, and Industrials. Delivered a screened deal shortlist, verified decision-maker contacts, and ready-to-send outreach, enabling pipeline creation within days.

A data-backed investment memo validated the differentiated positioning of a commercial coffee roaster manufacturer, assessed earnings quality, and identified clear value-creation levers to stabilize and grow recurring revenue.

Data-driven pricing diagnostic for a premium fund services provider that quantified price sensitivity, benchmarked services, and redesigned the pricing architecture to improve RFP competitiveness while protecting premium margins.

A market and M&A strategy for a global welding and robotics OEM that identified high-value integration profit pools, prioritized growth segments, and built an actionable acquisition roadmap for U.S. expansion.

A PE-backed residential real estate marketplace accelerated profitable growth by sharpening vertical focus, redesigning pricing, and building an end-to-end lead-to-deal funnel. The strategy improved conversion, strengthened trust, and enabled disciplined city expansion.

A PE-backed healthcare and senior living furniture manufacturer accelerated repeat revenue by sharpening segment focus, simplifying the buying process, and targeting multi-site operators. The strategy improved reorder speed and enabled scalable regional expansion.

Unlocked a $1.1B+ growth opportunity for a construction HR & time management SaaS through strategic market sizing, integration prioritization, and a focused product roadmap.

A full market and competitive scan for a B2B relationship intelligence SaaS company that clarified differentiation, identified new growth segments, and shaped an end-to-end growth strategy.

AI accelerated a PE fund’s secondary investment memo from weeks to 24 hours, automating market intelligence, competitive analysis, and IM drafting to deliver a sharper, defensible thesis while saving 50–70 analyst hours.

Granular market intelligence sized a $550M+ U.S. mochi ice cream category, clarifying value-chain economics, competitive positioning, and channel strategy to guide a premium frozen dessert market entry.

Delivered end-to-end market intelligence to size a $14B+ opportunity and enable strategic positioning in the Class 2–3 commercial vans market.

Strategic repositioning unlocked CTV-led growth for a PE-backed video monetization SaaS, sharpening vertical focus, resolving enterprise blockers, and building a defensible path beyond platform commoditisation.

Accelerated enterprise growth for a global forms/doc-automation SaaS through ICP focus, connector-led packaging, and marketplace-ready GTM motions.

Enabled NLP-powered portfolio monitoring for a global asset manager-cutting decision cycles, surfacing emerging credit risks, and saving 2,500+ analyst hours per quarter.

Automated credit rating reports for a global asset manager using GenAI, cutting report time by 85%, improving resource efficiency by 90%, and scaling to 500+ PortCos.