Portfolio of sustainability, climate-risk, ESG, Scope 3, GIS, and infrastructure analytics projects focused on translating environmental and operational data into decision-grade insights.
- ESG & Climate-Risk Analytics
- Scope 1–3 and FLAG Emissions
- Regenerative Agriculture Analytics
- GIS-Based Infrastructure Risk Mapping
- Sustainability Reporting & Disclosure Analysis
- Power BI & Sustainability Dashboards
- LCA & Circularity Modeling
- Climate Adaptation & Resilience Analytics
Agricultural supply chains represent major Scope 3 and FLAG emissions sources, yet organizations often lack analytical systems for evaluating emissions hotspots and regenerative sourcing scenarios.
Developed emissions modeling and sustainability analytics workflows integrating scenario analysis, Power BI dashboards, and climate-risk evaluation.
Python | Power BI | GIS | GHG Protocol
- Identified emissions hotspots across agricultural systems
- Evaluated regenerative agriculture reduction pathways
- Improved Scope 3 reporting visibility
Data centers face increasing exposure to climate, water, energy, and infrastructure-related risks, while organizations lack integrated analytical systems to evaluate operational vulnerability and long-term resilience.
Developed GIS-based climate and infrastructure risk analytics workflows integrating flood exposure, water stress, infrastructure vulnerability, and operational risk visualization to support resilience planning and sustainability decision-making.
ArcGIS Pro | Python | Power BI | GIS | Climate-Risk Analytics
- Identified overlapping exposure to flood-prone and infrastructure-vulnerable areas
- Evaluated operational risks linked to water stress and energy dependencies
- Improved visibility into infrastructure resilience and ESG-related operational risks
Organizations face growing investor and regulatory pressure to improve ESG transparency, yet many sustainability disclosures contain reporting inconsistencies, weak Scope 3 coverage, and limited comparability.
Developed ESG benchmarking and sustainability reporting analytics workflows to evaluate disclosure quality, emissions transparency, reporting gaps, and climate-accountability performance.
Python | Power BI | ESG Analytics | GHG Protocol | Sustainability Reporting
- Identified major Scope 3 disclosure and reporting gaps
- Evaluated inconsistencies across sustainability reporting frameworks
- Improved visibility into ESG reporting maturity and climate-accountability readiness
Climate action plans often vary in implementation quality, accountability mechanisms, resilience integration, and emissions-reduction credibility, limiting effective climate governance and decision-making.
Developed analytical workflows and evaluation frameworks for benchmarking climate action plans across mitigation, adaptation, governance, implementation readiness, and sustainability performance dimensions.
Python | Climate Policy Analytics | Sustainability Evaluation | Data Visualization
- Identified implementation and accountability gaps across climate plans
- Evaluated resilience integration and mitigation strategy alignment
- Improved comparative analysis of climate-policy effectiveness and implementation readiness