Hi, I am
Mohammad
Osama Khan
Germany
Financial Analyst | FP&A · Accounting · Equity Research
Hi, I am
Germany
Financial Analyst | FP&A · Accounting · Equity Research
About
Unlike most finance professionals, my focus is beyond number crunching alone. Instead, I combine financial economics with coding using programming languages like Python and SQL, as well as AI, and inject them into FP&A and other business processes to make them smarter, faster, and more automated.
This approach comes from my experience in various industries: Finance (academics and work), broadcasting operations for the FIFA World Cup, and sales at Vodafone. One issue that stands out in each is data lying idle, processes done manually when they shouldn't be, and decision-making being far too slow. I build the tools to change that.
Projects
A decentralised parametric crop insurance system that reads live soil moisture data from IoT sensors and automatically triggers Ethereum smart contract payouts based on predefined drought and flood thresholds — no manual claims process required. Built with Raspberry Pi 4, ADS1115 sensor, Solidity, and Web3.py.
View on GitHub ↗A time series forecasting pipeline for Nvidia (NVDA) stock combining ARIMA and Facebook Prophet — benchmarked head-to-head (RMSE 6.25 vs 22.21) — then extended into Monte Carlo simulation of future price paths and a Monte Carlo-based valuation of a real NVDA call option.
View on GitHub ↗An empirical asset pricing study applying CAPM and the Fama-French Three-Factor Model to five Euronext 100 equities (ING Groep, Kering, Thales, Galp Energia, Ipsen) over a five-year period. Runs OLS regression to estimate factor loadings, compares model fit across both frameworks, and evaluates size and value premiums in the European equity market.
View on GitHub ↗A call option pricing model for GBP/USD that first validates Geometric Brownian Motion as the underlying price process across four lookback windows (1Y/2Y/5Y/10Y) using Ljung-Box, ADF, and normality checks, then prices a 30-day option with the Black-Scholes-Merton formula and benchmarks the result against a real market-quoted premium.
View on GitHub ↗Experience
SBM
Studentischer Börsenverein Magdeburg (SBM) · Magdeburg, Germany
HBS
Host Broadcaster (HBS) · FIFA World Cup 2022, Doha, Qatar
Al Nasaq Trading · Doha, Qatar
VF
Vodafone · Doha, Qatar
Skills
Python
SQL
R
Excel
HTML & CSS
Contact
