Exploring the intersection of Artificial Intelligence, Data Science, Environmental Analytics, Forecasting, Generative AI, and Enterprise Solutions. Follow our ongoing research initiatives, consulting projects, methodologies, technical insights, and publication opportunities.
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Years Experience
AI Projects Delivered
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Active research initiatives and consulting engagements.
AI-driven assessment and forecasting of river ecosystem health using WQI and deep learning.
Exploring Transformers and Attention-LSTM models for environmental forecasting.
Generative AI, RAG systems, AI Agents, and intelligent automation.
Collection, validation and preprocessing of environmental datasets.
Trend analysis, seasonal decomposition, correlation studies and quality assessment.
ADF, ACF, PACF, stationarity and feature engineering.
ARIMA, SARIMA, LSTM, Attention-LSTM and Transformer architectures.
Validation, manuscript preparation and journal submission.
Dataset acquisition and environmental parameter assessment completed.
Trend analysis, stationarity testing and seasonal decomposition underway.
Designing neural architectures for forecasting experiments.
Join our research and consulting initiatives.