03 · skills & toolkit
A full stack for valuation, risk, and data.
Technical depth across SQL, Python, C++, and dashboarding, layered over corporate finance, M&A, and derivatives fundamentals.
/ proficiency
self-assessed · updated 2026
- Excel / PivotTables / MacrosDaily driver95/100
- SQL (Joins, CTEs, Views)90/100
- Financial Modeling (DCF, WACC, LBO)90/100
- Power BI / Tableau85/100
- Python (Pandas, Seaborn, NumPy)80/100
- Statistical Analysis / Hypothesis Testing80/100
- Linear Programming (Excel Solver)Optimization modeling75/100
- Derivatives Pricing (Black-Scholes)75/100
- Portfolio & Risk Management80/100
- C++Coursework foundation60/100
- AWS / SnowflakeLearning55/100
/ toolkit
From SQL to Solver.
01Languages & Tools
- SQL
- Python
- C++
- Excel (Advanced)
- Excel Solver
- Power BI
- Tableau
- MySQL
- Snowflake
- AWS
- Google Analytics
- MS Access
- Jira
- GitHub
- StockTrak
02Corporate Finance & Accounting
- Financial Modeling (DCF, WACC, NPV, EVA)
- M&A Deal Structuring
- Forensic Accounting
- Cost Accounting (ABC, FIFO/LIFO)
- Master Budgeting
- Financial Reporting
- Consolidation
03Investment Banking & Risk
- LBO Valuation
- Derivatives Pricing (Black-Scholes, Binomial Trees)
- Value at Risk (VaR)
- Portfolio Management
- Asset Allocation
- Technical Analysis
- Basel I / II / III
- Hedging (Swaps, Futures)
04Data Strategy
- Data Governance
- Database Design
- Data Modeling
- Data Visualization
- Statistical Analysis
- KPI Tracking
05Operations Research & Optimization
- Linear Programming (LP)
- Integer Linear Programming (ILP)
- Nonlinear Programming (NLP)
- Monte Carlo Simulation
- Sensitivity Analysis
- Scenario Modeling
- Decision Modeling
- Logistics Network Design
- Network Flow / Transshipment
- Production Planning
- Inventory Optimization
- Cost Optimization
06Project Management & Leadership
- Agile & Scrum
- Lean Methodologies
- Change Management
- Stakeholder Management
- Cross-Functional Leadership
- Go-to-Market Strategy
- Business Process Analysis
07Certifications
- Accounting Job Simulation (Koch Industries)
- Excel Skills for Business (Goldman Sachs)
- SQL for Data Science (UC Davis)
- Python for Spreadsheet Users (DataCamp)
- Joining Data in SQL (DataCamp)
- Digital Marketing Foundations (LinkedIn)