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Adi Amruta

Econs ’26 @ IIT Kanpur | AI Research @ Airawat · Economics Research @ Maritime Research Centre

Kanpur

< 1 year of work experience

Airawat Research Foundation
Jun 20253 mosAug 2025

New Delhi, Delhi, India

Built a production-grade policy retrieval system using FAISS-based semantic search over 500+ government documents, cutting query resolution time by 60%. Optimized chunking strategies and embedding pipelines to push retrieval Recall@5 to 0.71 — a 34% improvement over the BM25 baseline. Deployed an end-to-end CLI interface with top-k retrieval and relevance scoring, delivering actionable policy insights in under 3 seconds.
Maritime Research Center
Jun 20253 mosAug 2025

Remote

Investigated the economic impact of climate risk on coastal communities using causal inference methods and UDA-augmented EDA on structured datasets. Applied SHAP and ALE interpretability techniques to quantify how weather shocks drive income variance — explaining up to 40% of variation across three export sectors. Identified five high-risk coastal hotspots projected to face 15–20% income losses, with findings contributing directly to a policy brief for key stakeholders.

Education

Indian Institute of Technology, Kanpur

Bachelor of Science - BS, Economics

Indian Institute of Technology, Kanpur

20224 yrs2026
ODM Public School

12th

ODM Public School

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Headline

Econs ’26 @ IIT Kanpur | AI Research @ Airawat · Economics Research @ Maritime Research Centre

About

I am a final-year undergraduate at IIT Kanpur with a strong passion for mathematics, statistics, and machine learning applied to economics. I specialize in econometrics, leveraging data-driven approaches to analyze, model, and interpret economic phenomena. Skilled in statistical modeling, predictive analytics, and data analysis, I am eager to contribute to projects that combine quantitative rigor with real-world economic impact.

Location

Kanpur

Work experience

AI Research Intern at Airawat Research Foundation, Jun 2025 - Aug 2025 · 3 mos, New Delhi, Delhi, India, Built a production-grade policy retrieval system using FAISS-based semantic search over 500+ government documents, cutting query resolution time by 60%. Optimized chunking strategies and embedding pipelines to push retrieval Recall@5 to 0.71 — a 34% improvement over the BM25 baseline. Deployed an end-to-end CLI interface with top-k retrieval and relevance scoring, delivering actionable policy insights in under 3 seconds.

Economics Research Intern at Maritime Research Center, Jun 2025 - Aug 2025 · 3 mos, Remote, Investigated the economic impact of climate risk on coastal communities using causal inference methods and UDA-augmented EDA on structured datasets. Applied SHAP and ALE interpretability techniques to quantify how weather shocks drive income variance — explaining up to 40% of variation across three export sectors. Identified five high-risk coastal hotspots projected to face 15–20% income losses, with findings contributing directly to a policy brief for key stakeholders.

Education

Bachelor of Science - BS, Economics, Indian Institute of Technology, Kanpur

12th, ODM Public School

Adi Amruta - AI Research Intern in Kanpur | Tal