---
title: "Adi Amruta - AI Research Intern in Kanpur | Tal"
description: "Meet Adi Amruta, Econs ’26 @ IIT Kanpur | AI Research @ Airawat · Economics Research @ Maritime Research Centre based in Kanpur."
image: "https://tal.club/meet/adi-1/share-image"
---

# Adi Amruta on Tal

## 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

[View the original profile](https://tal.club/meet/adi-1)

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