ESG & Emissions Analytics System: Real-time Data-Driven Sustainability Reporting
💡 The Problem Statement
Multinational companies face mounting pressure to track, report, and reduce their carbon emissions. However, ESG data is often:
Scattered across departments, countries, and teams
Manually tracked, prone to errors and delays
Hard to analyze, especially across Scope 1, 2, and 3 emissions
This lack of a unified, automated system hinders real-time monitoring, regulatory compliance, and informed sustainability decisions.
🎯 My Solution
I designed a realistic end-to-end ESG Emissions Analytics System that simulates how corporations can:
Automatically collect emissions data from diverse locations using a unified form
Compute Scope 1, 2, 3, and Net Emissions with accurate CO₂e conversion factors
Visualize sustainability progress via an interactive, stakeholder-ready dashboard
Support strategic decision-making by enabling city-level targeting and trend analysis
📊 Potential Business Impact:
Sustainability Accountability: Enables organizations to track and report greenhouse gas emissions in line with ESG mandates and international standards.
Strategic ESG Decisions: Provides actionable insights that help executives localize strategies, prioritize high-impact cities, and optimize offset investments.
Operational Efficiency: Automates the ESG reporting process across facilities in multiple countries, drastically reducing manual workload for environmental teams.
Regulatory Readiness: Equips the organization with auditable, standardized emissions data aligned with Scope 1, 2, and 3 classifications — key for compliance with frameworks like GRI, CDP, and CSRD.
Investor Confidence: Offers transparent, real-time visualizations that demonstrate sustainability efforts to investors and stakeholders.
Cross-Department Collaboration: Facilitates data input from decentralized facility managers while centralizing analysis and decision-making.
🔧 Key Technical Highlights:
🔄 End-to-End System Design: Architected a complete ESG analytics pipeline — from form design to real-time stakeholder dashboards.
🧾 Google Forms for Structured Data Collection: Designed a domain-specific form to capture monthly emissions and ESG activity data from diverse geographies and teams.
🧼 Google Sheets for Automated ETL:
Applied standardized emission factor formulas for Scope 1, 2, and 3.
Built dynamic spreadsheets using
ARRAYFORMULA,VLOOKUP,IFERROR, and validation rules to ensure clean and usable data.
📊 Advanced Spreadsheet Analytics:
Time series analysis (YoY, trends)
Scope contribution breakdown
Regional hotspot identification
📈 Looker Studio Dashboard:
Created interactive, stakeholder-ready visuals using dynamic filters (city, country, scope, mode of transport, date).
Embedded geographical maps, stacked bar charts, and net emissions indicators.
Designed layout with narrative flow and data storytelling principle.
🌍 ESG Domain Integration:
Embedded real CO₂e conversion methodologies and offset tracking logic.
Mapped emissions sources to correct scope classification for accuracy.
🧠 Full Data Lifecycle Execution: From business framing to delivery, demonstrated mastery of the complete analytics workflow.
📡 Real-Time Simulation: Built the system as if deployed across real multinational operations, ensuring scalability and realism.
