Environmental Data Science · AI Engineering

Hi, I'm Nithan

Data Scientist and AI Engineer with domain knowledge in Environmental Sciences, specializing in ESG analytics, geospatial intelligence, and GenAI workflows. I build and deploy domain-specific machine learning models, RAG frameworks, and automated spatial pipelines for sustainable impact.

Selected Work

Featured Projects

Applied projects across climate intelligence, ESG analytics, geospatial analysis, machine learning, Generative AI and data engineering.

Generative AI

ESG Intelligence Platform

Built an ESG/BRSR intelligence platform for structured sustainability-report analysis, combining document retrieval, ESG metric extraction, cited Q&A, automated chart generation, and company-level dashboards.

RAGVector DBLLM BRSRESG analyticsDocument Intelligence
ACADEMIC RESEARCH

ENSO–IOD Teleconnections & Bushfire Risk

Analysed ENSO–IOD climate teleconnections and their relationship with extreme-event conditions in southeast Australia using climate indices, MODIS, OISST, FIRMS, drought indicators and Google Earth Engine.

Climate AnalyticsGeospatial Analysis Disaster riskGEE & QGIS
Natural Language Processing

Financial News Sentiment Prediction

Built an NLP pipeline leveraging BERT and deep learning models to classify sentiment from texts.

BERTDeep LearningNeural Networks
Analytics & Engineering

Marketing Campaign Analysis & Text-to-SQL Agent

Architected an analytics application using Python and Streamlit to evaluate campaign performance.

EDALLMSegmentation
Data Engineering

Flight Tracking ETL Pipeline

Engineered a robust ETL pipeline fetching live data via the AeroDataBox API. Automated transformation and cleaning workflows, loading refined datasets into a relational database for real-time querying.

ETLAPI IntegrationRelational DB
Unsupervised ML

Telangana PDS Analysis

Applied unsupervised machine learning techniques including clustering, anomaly detection, and Principal Component Analysis (PCA) to evaluate Public Distribution System datasets.

ClusteringAnomaly DetectionPCA