Finance Undergraduate · Quantitative Analyst · Data Analytics & Risk Modeling
📍 Dhaka, Bangladesh · 🎓 BBA Finance, University of Liberal Arts Bangladesh (2022–2027) LinkedIn · ResearchGate · DataCamp Portfolio
Finance undergraduate building toward quantitative analysis — combining coursework in derivatives, portfolio theory, and econometrics (Columbia FE&RM specialization, Caltech quant modeling) with hands-on Python, SQL, and Excel work on real financial datasets.
A suite of open-source, self-contained SQLite databases covering the Bangladeshi financial system end-to-end — market prices, the macroeconomic backdrop, and company fundamentals — each built to the same rule:
Every skip, every conflict, every rename, and every known data-quality issue is logged and queryable — nothing is silently fixed, rescaled, or guessed at.
| Database | Covers | Format |
|---|---|---|
| Knightbase-DB | Dhaka Stock Exchange price history, DSEX/DS30 index data, and corporate-action disclosures, 1999–2026 | SQLite |
| CryingCatalyst-DB | Bangladesh macroeconomic indicators — GDP growth, CPI inflation, FX reserves, exchange rates, remittances, policy rates | SQLite |
| DyingCyrus-DB | Annual balance sheet, income statement, profitability, asset-quality, and capital-adequacy data for 11 DSE-listed banks, 2015–2025 | SQLite |
Each ships as a single portable file — no server required — and each carries forward the same auditability standard: raw values are never silently altered, and every anomaly the build process finds is logged in-schema rather than quietly cleaned away.
| Project | Description |
|---|---|
| EconNest Kit | Beginner-friendly econometrics toolkit (Python). |
| Hoot-Engines | Financial planning/forecasting spreadsheet templates for SaaS, manufacturing, and service startups. |
Co-authored — under review
- Inflation, Reserves & NPLs in Bangladesh's Banking Sector (submitted 2026) — empirical study linking inflation dynamics, foreign-reserve trends, and non-performing-loan ratios in the Bangladeshi banking sector.
Independent working papers (self-published preprints — not peer-reviewed)
- Backtesting Multi-Asset Investment Strategies in Bangladesh (2026) — seven strategies on the DSE (2015–2025) via mean-variance/minimum-variance optimization, ARDL/VAR/rolling-regression econometrics, and risk-adjusted performance metrics.
- A Quantitative Analysis of Bangladesh's Oil Production Capability through Gas Byproduct (2026) — condensate-to-gasoline conversion pathway modeling for a gas-dependent economy.
- A Stochastic Simulation of Bangladesh's Interim Monetary Policy (2025) — Monte Carlo analysis of inflation and reserve-target probabilities.
- Neural Networks in Fraud Detection (2025) — comparative review of LSTM, CNN, and GNN architectures for financial fraud detection.
Full papers on ResearchGate.
📫 Reach me on LinkedIn · Open to contributions, corrections, and issues on any of the repos above.