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shahgem/README.md

Shahzad Ahmed professional banner showing finance analytics, business intelligence, SQL, Python, Power BI, forecasting, automation, and business decision support expertise

Animated Shahzad Ahmed name ticker

Animated finance and business analytics professional title

From financial discipline to advanced analytics, I bridge the gap between data and decisions, helping organizations perform, grow, and lead.

Animated finance and analytics role titles

Finance | Business Analytics | Business Intelligence | Automation

LinkedIn profile All GitHub repositories Blogs and articles repository

GitHub profile views

🧭 Executive Value Proposition

🔹 Who I Am

15+ Years

Finance and business analytics professional with 15+ years of experience across reporting, forecasting, performance control, and leadership decision support.

🔸 What I Build

Systems

Executive dashboards, purchasing intelligence tools, forecasting models, reporting automation, and finance-aware decision systems.

⚡ Why It Matters

Philosophy

Leaders need clarity before action. I design systems that expose risk, explain performance, and turn analysis into confident decisions.

Tagline

Key Highlights

Animated key highlights

Experience icon

15+

Years of Experience
Finance, accounting, reporting, and business support 		Finance and analytics icon

Finance + Data

Analytics-Driven Insight
Financial discipline combined with business intelligence 		SQL icon Python icon Power BI icon

SQL | Python | BI

Reporting, Modeling & Automation
Building dashboards, forecasts, and decision tools 		Decision system icon

Decision Systems

Business Impact
Turning raw data into practical executive actions

SQL Python Power BI Excel Automation

🛠️ Core Expertise

Financial Analysis and Reporting

💰 Finance Performance Control

  • Forecasting, budgeting, and variance analysis
  • Income statement and profitability analysis
  • Management reporting and KPI dashboards
  • Business performance monitoring
 Data Driven Decision Making

📊 Analytics for Better Decisions

  • SQL reporting and data extraction
  • Python analytics and forecasting
  • Power BI dashboards
  • Automated business reporting workflows
Process Optimization and Automation

⚙️ Workflow Improvement

  • Reporting automation
  • Operational workflow improvement
  • Month-end close support
  • Exception reporting and control checks
 Cross Functional Leadership

🤝 Business Partnership

  • Collaboration with sales, supply chain, IT, production, and leadership teams
  • Translating complex financial data into clear business actions
  • Supporting strategic and operational decisions

💼 Business Impact

Business Impact Header

🚀 BUSINESS IMPACT ECOSYSTEM

Finance & Strategy

  • Executive Dashboards: High-level views connecting performance, risk, and action.
  • Forecasting Models: Forward-looking scenarios for planning and volatility.
  • Executive Reporting: Boardroom-ready summaries focused on decisions.

Operational Excellence

  • Inventory Optimization: Signals for stock risk, purchase timing, and vendor exposure.
  • Purchasing Intelligence: Logic-driven recommendations for procurement.
  • Decision Automation: Repeatable workflows that reduce manual review.

Growth & Profitability

  • Margin Analysis: Profitability views connecting pricing, cost, and volume.
  • Sales Intelligence: Revenue, customer, and trend analysis for commercial growth.
  • Cash Flow Intelligence: Visibility into liquidity and working capital.

"Turning complex financial data into a competitive advantage through actionable executive insights."


⚡ Tools & Technologies

Python
Python 		SQL
SQL Server 		R
R 		SAP B1
SAP Business One 		SAP ECC
SAP ECC 6.0 		Power BI
Power BI 		GitHub
GitHub
📂 Full Stack Breakdown
Domain Technologies
Data & Query SQL Server · SAP B1 Query Manager · Python · Pandas · NumPy · R
ERP Systems SAP Business One · SAP ECC 6.0 (FI · MM)
Visualization Power BI · Excel · Tableau · Custom HTML Dashboards
Automation Power Automate Desktop · Python Workflows · SAP Workflows · Reporting Pipelines
Finance Intelligence Forecasting · Budgeting · Variance Analysis · Inventory Analytics · Cash Flow

🚀 Featured Projects

🛒 PO Decision Engine

PO Decision Engine preview
  • Purchase intelligence and decision-support
  • Vendor review and inventory control
  • Finance-aware decision support
  • Executive-ready purchase intelligence

Python SQL Power BI

📈 Cryptocurrency Price Forecasting

Crypto forecasting preview
  • Time-series forecasting with ARIMA, Prophet, LSTM
  • Financial modeling and risk assessment
  • Predictive analytics for market trends

Python ARIMA LSTM

👥 Customer Churn Prediction

Customer churn prediction preview
  • Customer behavior analysis
  • Churn risk identification
  • Retention planning support
  • Classification modeling

Python Scikit Learn Predictive Analytics

📚 Blogs & Articles

Blogs and articles preview
  • SQL performance and optimization
  • Analytics workflows and best practices
  • Business reporting and finance-focused analysis
  • Documentation of real-world projects

SQL Business Intelligence Documentation

🔄 Business & Data Analytics Pipeline

🔍

Understand
Business Needs 		➔

📥

Collect &
Prepare Data 		➔

📊

Analyze &
Model 		➔

📈

Visualize &
Communicate 		➔

🎯

Suggest &
Drive Action 		➔

🔄

Monitor &
Improve

📌 From discovery to execution - a disciplined, repeatable analytics lifecycle


🏗️ Business Domains I Drive

💰

Finance
Margins, Variance, Cash flow, Control

📈

Sales
Revenue, Customers, Trends, Performance

🚚

Supply Chain
Purchasing, Vendors, Inventory, Flow

⚙️

Operations
Efficiency, Exceptions, Process Control

🧭

Leadership
Executive Reporting, Decision Support

🛒

Purchasing
Buy Signals, Vendor Review, PO Logic

📦

Inventory
Stock Risk, Working Capital Impact

🔮

Forecasting
Scenario Visibility, Planning Discipline

🧠

Business Intel.
Clean Reporting Layers, Decision Makers

🤖

Automation
Repeatable Systems, Speed & Control

🧩 Every domain gets the same focus: clarity, control, and actionable insight

📈 GitHub Activity

GitHub activity graph

Repositories per language Most committed languages Productive time by commit activity

GitHub contribution summary

🤝 Let's Connect

Connect on LinkedIn Explore GitHub profile View all repositories

I do not just analyze numbers. I help businesses grow with them.

Footer wave design

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  1. CIND-820 CIND-820 Public

    Predicting Cryptocurrency Prices with Machine Learning - Time Series Forecasting

    Jupyter Notebook 3 1

  2. CIND-119 CIND-119 Public

    Predicting Customer Churn

    Jupyter Notebook 1

  3. Blogs Blogs Public

    SQL, SAP Business One, inventory analytics, customer performance, and business intelligence articles.

  4. PO-Decision-Engine PO-Decision-Engine Public

    PO Decision Engine: Boardroom-Grade Purchase Intelligence. What should we buy now, and why is that the right capital decision?

    HTML

  5. shahgem shahgem Public

    Finance and data analytics portfolio focused on SQL, Python, Power BI, forecasting, automation, and business decisions.