Strategic Finance & Data Modeler

Navigating Complexity.
Driving Growth.

Transforming raw financial data into strategic roadmaps. I specialize in quantitative modeling and post-merger integration to engineer sustainable scaling for modern enterprises.

Data visualization and financial charts
$1.2B Assets Managed

Technical Stack Radar

A multidimensional approach to financial engineering and data science.

Core Competencies

LBO & DCF Modeling 98%
M&A Due Diligence 95%
Risk Variance Analysis 90%
Algorithmic Forecasting 85%

Data & Tech Stack

Python (Pandas/NumPy) SQL (PostgreSQL) Tableau Advanced VBA Macros Bloomberg Terminal AWS (S3 Data Lakes) Machine Learning (Scikit)

Cross-functional Leadership

Stakeholder Negotiation

Agile Methodology

Strategic Pivot Planning

Career Trajectory

A history of engineering fiscal efficiency and driving exponential growth.

2020 - Present

Director of FP&A

FinTech Innovators Global

  • Architected automated revenue forecasting pipelines, increasing prediction accuracy by 45% and reducing manual reporting by 20 hours/week.
  • Spearheaded financial due diligence for a successful $50M Series C funding round.
  • Optimized departmental budget allocation, resulting in a 12% reduction in operational waste without compromising output.
  • Built and mentored a high-performing team of 6 financial analysts.
2016 - 2020

Senior Investment Analyst

Vertex Capital Partners

  • Managed a decentralized portfolio valued at over $500M across tech and healthcare sectors.
  • Sourced, modeled, and executed 12 high-yield private equity deals with an average IRR of 24%.
  • Pioneered a proprietary ESG (Environmental, Social, Governance) scoring matrix to filter high-risk investments.
2013 - 2016

Quantitative Risk Modeler

Standard Global Bank

  • Developed Monte Carlo simulations to stress-test institutional liquidity against macroeconomic shocks.
  • Streamlined SQL database queries by 60%, drastically reducing latency in real-time trading dashboards.
  • Awarded 'Innovator of the Year' for designing a localized inflation-hedge predictive model.

Architectural Case Studies

Translating complex economic theories into tangible digital and strategic assets.

Business dashboard on a screen
Case Study

Algorithmic Trade Dashboard

Engineered a real-time visualization interface mapping high-frequency trading anomalies, enabling traders to react to micro-market shifts 4x faster.

Python React WebSocket API
Financial documents and calculator
Case Study

Post-Merger Synergy Tracker

Developed a unified data model to track and enforce $15M in projected operational synergies during the complex acquisition of a rival SaaS firm.

Tableau PostgreSQL Financial Modeling
Abstract global network lines
Case Study

Dynamic ESG Scoring Matrix

Created a proprietary machine-learning algorithm that scrapes public sustainability reports to assign real-time ESG risk scores to potential portfolio additions.

Scikit-Learn NLP AWS S3
Team analyzing data charts
Case Study

SaaS Cohort Retention Engine

Built a predictive cohort analysis tool identifying leading indicators of customer churn, allowing proactive interventions that saved $2M in ARR.

SQL Excel VBA Statistics

Academic & Professional Credentials

CFA Charterholder

CFA Institute

Passed all three levels consecutively. Focused on advanced investment analysis and portfolio management.

MBA in Quantitative Finance

Wharton School of Business

Graduated Magna Cum Laude. Capstone project on algorithmic disruption in emerging markets.

Financial Modeling & Valuation

Corporate Finance Institute (CFI)

Certified FMVA. Mastery of building 3-statement models, DCF, and LBO from scratch.

Professional Endorsements

"Eleanor has a rare gift for translating abstract, messy data into crystal-clear executive strategy. Her forecasting models were instrumental in our Series C success."

Jonathan Hayes

CEO @ FinTech Innovators Global

"Working with Eleanor at Vertex was a masterclass in due diligence. She spots risks that others miss and engineers deal structures that consistently protect downside."

Marcus Lin

Managing Partner @ Vertex Capital

"Her ability to bridge the gap between heavy technical coding (Python/SQL) and high-level corporate finance is unmatched. A true unicorn in the quant space."

Sarah Chen

Lead Data Scientist @ Standard Global

Initiate Collaboration

Open to executive roles, freelance consulting, and high-impact board advisory positions.

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