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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 finance and analytics role titles

Finance | Analytics | Business Intelligence | Automation

I build finance-focused analytics, forecasting, reporting, and decision-support solutions that help businesses act with clarity.

LinkedIn profile All GitHub repositories Blogs and articles repository

GitHub profile views

🧭 About Me

Turning financial data into business direction

I am a finance and analytics professional focused on transforming financial, operational, sales, purchase, and inventory data into meaningful business insight.

My work combines financial analysis, SQL reporting, Power BI dashboards, Python-based analytics, forecasting, automation, and decision intelligence.

I enjoy building practical tools that help leadership teams understand performance, identify risk, improve planning, and make faster decisions.

Current Focus

Financial reporting Variance analysis Inventory analytics SQL reporting Power BI Python forecasting Automation Decision support

Professional Edge

  • Finance-first analytical thinking
  • Business storytelling through dashboards
  • Practical automation for reporting workflows
  • Decision-focused analytics, not just charts

Executive Snapshot

Animated executive snapshot

15+

Finance and business experience

Years of finance, accounting, analytics, reporting, and business support experience

Finance + Data

Analytics driven insight

Combining financial discipline with data analytics and business intelligence

SQL | Python | BI

Reporting and modeling tools

Building reporting, forecasting, automation, and dashboarding solutions

Decision Systems

Business action impact

Turning raw data into practical tools for leadership and operational decisions

🛠️ 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

Tools & Technologies

Python R SQL Power BI Power Automate Microsoft Excel

Pandas NumPy Scikit Learn Jupyter Forecasting Dashboarding Automation

Featured Repositories

🛍️ PURCHASE INTELLIGENCE
PO Decision Engine Value: Vendor review, inventory control, and executive-ready purchase intelligence. 		📉 MARKET FORECASTING
Crypto Price Forecasting Value: Time-series machine learning (ARIMA, Prophet, LSTM) for financial modeling.
👥 PREDICTIVE ANALYTICS
Customer Churn Value: Customer behavior analysis, risk identification, and retention strategy. 		📚 RESEARCH & PUBLICATIONS
Blogs and Articles Value: Documentation of SQL performance, reporting, and analytics workflows.

🚀 Project Highlights

PO Decision Engine

🛒 PO Decision Engine

A purchase intelligence and decision-support application designed for smarter inventory, vendor, cash-flow, and procurement decisions.

Business value:

  • Purchase planning
  • Vendor review
  • Inventory control
  • Finance-aware decision support
  • Executive-ready purchase intelligence
Open PO Decision Engine project 		Cryptocurrency Price Forecasting

📈 Cryptocurrency Price Forecasting

A time-series forecasting project focused on predicting cryptocurrency prices using machine learning and statistical forecasting models.

Techniques include:

  • ARIMA
  • SARIMA
  • Exponential Smoothing
  • Prophet
  • LSTM
Open crypto forecasting project
Customer Churn Prediction

👥 Customer Churn Prediction

A predictive analytics project focused on identifying customer churn patterns and supporting customer retention strategy.

Business value:

  • Customer behavior analysis
  • Churn risk identification
  • Retention planning support
  • Classification modeling
Open customer churn project 		Blogs and Articles

📚 Blogs & Articles

A collection of articles, notes, and learning material focused on analytics, SQL, reporting, business intelligence, and practical data projects.

Topics include:

  • SQL performance
  • Analytics workflows
  • Business reporting
  • Finance-focused data analysis
Open blogs repository

🔄 The Data-to-Decision Pipeline

Define ➔ Collect ➔ Prepare ➔ Analyze ➔ Visualize ➔ Recommend ➔ Deliver

Data Engineering
Extraction, validation, and reconciliation of finance and operations data. 		Business Intelligence
Finding drivers and risks; creating executive KPI dashboards. 		Strategic Execution
Converting complex analytics into tangible growth and efficiency.

Business Areas I Support

Sales analytics Supply chain analytics Finance analytics Operations analytics Leadership reporting

GitHub Analytics

Repositories per language Most committed languages Productive time by commit activity

GitHub contribution summary

Professional Statement

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

Connect With Me

Connect on LinkedIn Explore GitHub profile View all repositories

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

Footer wave design

Popular repositories Loading

  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.