Hi, I am

Mohammad
Osama Khan

Germany

MSc Financial Economics | FP&A | Controlling | Python & AI/LLM Automation

Python SQL R Excel HTML & CSS n8n
Get In Touch View Projects
Mohammad Osama Khan
3+ Industry Experience
6 Projects
101%+ Yearly Portfolio Returns
4+ Languages
  • EnglishC1
  • GermanB1
  • ArabicB1
  • UrduNative

About

Finance meets technology.

I focus on FP&A and controlling: linked three-statement models, budget-versus-actual analysis, forecasting and management reporting.

The other half of my work is removing the manual steps. My FP&A Reporting Engine turns a three-statement model into variance analysis and written management commentary, generated automatically from the numbers.

Trained in accounting and financial economics. I also cover equity research across health, finance and technology.

Osama bitmoji

Projects

Selected work.

01
Python Streamlit Groq API FP&A

Automated FP&A Reporting Engine — AI Variance Commentary

A Python tool that reads a company's income statement from Excel, calculates variance analysis, and generates AI-written commentary — automating the manual FP&A variance reporting process into a single-click Streamlit workflow. Built to pair with a manually-built Siemens AG FY2025 Excel FP&A model, so the AI-generated commentary could be validated against real analyst reasoning.

View on GitHub ↗
02
Solidity Blockchain IoT Python

Smart Soil: IoT-Enabled Parametric Crop Insurance on Blockchain

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 ↗
03
Python ARIMA Prophet Monte Carlo

Nvidia Stock Price Forecasting — Time Series & Monte Carlo

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 ↗
04
Python CAPM Fama-French OLS Regression

CAPM & Fama-French Factor Analysis — Euronext 100

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 ↗

Experience

Where I've worked.

May 2025 — Present

Financial Analyst

Studentischer Börsenverein Magdeburg e.V. (SBM) · Magdeburg, Germany

  • Conducted equity research on 8 companies across health, finance and technology sectors using company financial statements and market data and presented the research report at weekly analyst team meetings.
  • Prepared and presented investment workshops to 20+ members. Interviewed and onboarded new analysts.
  • Achieved 101%+ yearly return on Wikifolio portfolio.
Nov 2022 — Dec 2022

Assistant Broadcast Venue Manager

Host Broadcaster (HBS) · FIFA World Cup 2022, Doha, Qatar

  • As an assistant manager, facilitated on-time broadcast readiness for 20+ international media partners across FIFA World Cup 2022 venues by coordinating complex on-site logistics and technical requirements for every match day.
Jun 2021 — Aug 2021

Sales Assistant / Assistant Manager

Al Nasaq Trading · Doha, Qatar

  • Reduced annual OPEX by 12% using procurement audit and contributed to a 15% increase in monthly revenues for two consecutive quarters.
Dec 2019 — Feb 2020

Sales Representative

Vodafone · Doha, Qatar

  • Achieved over QAR 200,000 quarterly sales targets and closed 10+ deals per month from 40+ leads (25% conversion rate).

Skills

What I work with.

Technical Skills

Python SQL R Solidity HTML CSS JavaScript LLM Integration (Claude, Groq API) Microsoft Excel SAP S/4HANA Financial Modelling DCF Valuation FP&A M&A Equity Research Time Series Analysis Option Valuation Managerial and Financial Accounting

Soft Skills

Accountability Adaptability Leadership Integrity Project Management Decision Making Team Collaboration

Tools & Software

Python Python
SQL SQL
R R
Excel Excel
HTML & CSS HTML & CSS
n8n n8n

Education

Academic background.

MSc Financial Economics ↗

Otto-von-Guericke University · Magdeburg, Germany

BBA in Applied Accounting ↗

University of Doha for Science and Technology · Qatar

Certificates & Achievements

Beyond the classroom.

Contact

Let's connect.

+49 176 3103 8779 mohammad2.khan@st.ovgu.de