esg-compliance

ESG-Assure: An automated Supply Chain Audit Engine. Ingests raw supplier data, detects anomalies using Statistical Logic (Z-Score), and uses GenAI (Llama 3) to draft regulatory-grade Non-Compliance Memos.

An enterprise-grade, interactive industrial decarbonization platform developed by Srinivasa. Powered by Streamlit and Scikit-Learn, this application implements a physics-enforced machine learning pipeline to track, optimize, and reduce manufacturing carbon footprints. Features real-time SCADA telemetry simulation, automated closed-loop anomaly dete

first-person walkthrough of building a sustainability-reporting pipeline where provenance is a feature, not a nice-to-have and why I stopped letting the model do the math. Intro I got into ESG tooling the way a lot of engineers do: someone needed carbon numbers for a report, the data was messy, and an LLM seemed like a fast way to wrangle it.

Local-first multi-agent RAG for ESG compliance auditing on SEC 10-K filings. LangGraph Supervisor, Retriever, Auditor and Critic agents with hybrid BM25 + vector search (RRF), a ReAct loop and self-consistency scoring that flags coverage gaps instead of refusing. Runs on Llama 3.1/3.2 via Ollama and LanceDB. Refusals cut from 48% to 20%.

🌲 AI & Satellite-Powered Wildfire Early Warning System. Real-time NASA FIRMS hotspot monitoring with Telegram & WhatsApp alerts + Leaflet GIS Dashboard.

Enterprise cotton & natural fiber supply chain traceability ERP & SaaS. Bale-level origin tracking from farm to yarn, GOTS & BCI organic certification proof, ginning mass-balance engine, double-entry volume ledger, multi-branch inventory, and privacy-safe public QR verification for EU Digital Product Passport (DPP) compliance