---
title: "Sakshi Datwani - Data Analyst | Turning raw data into decisions - 0.87 ROC-AUC risk model, 40% faster SQL pipelines | SQL · Python · Power BI · AWS | ETL & ML in Jaipur | Tal"
description: "Meet Sakshi Datwani, Data Analyst | Turning raw data into decisions - 0.87 ROC-AUC risk model, 40% faster SQL pipelines | SQL · Python · Power BI · AWS | ETL & ML based in Jaipur. AI stack includes antigravity, claude code, and cursor. Explore public work links including github."
image: "https://tal.club/meet/sakshi-datwani/share-image"
---

# Sakshi Datwani on Tal

## Headline

Data Analyst \| Turning raw data into decisions \- 0\.87 ROC\-AUC risk model, 40% faster SQL pipelines \| SQL · Python · Power BI · AWS \| ETL & ML

## About

Most dashboards get built, get admired in one meeting, and then never opened again\. Most "risk models" live in a notebook and never see production\. That's the gap I kept running into \- analysts who can describe data, but can't get anyone to actually act on it\. That changed for me when I built a credit risk model that wasn't just accurate on paper \- it had to explain why someone was flagged high\-risk, in a way a non\-technical stakeholder could trust\. That's when I stopped thinking like someone running queries, and started thinking like someone shipping decisions\. Since then, here's what that's looked like in practice: → Built a credit risk model on 150K\+ loan records, hitting 0\.87 ROC\-AUC, with SHAP explainability baked in → Rebuilt SQL pipelines that cut query time by 40%, on datasets with 50K\+ records → Turned raw manufacturing telemetry \(160K\+ records\) into dashboards that pinpointed exact causes of downtime I work best with teams that want someone who owns the full pipeline \- raw data to deployed insight \- not just someone who runs one query and hands off a chart\. I'm at my best when I get to ask 'why' behind the numbers, not just report them\. If you're hiring for an analyst or early\-career data/tech role and want someone who thinks in outcomes, not just outputs, let's talk\. Message me, or check the projects below\.

## Location

Jaipur

## AI stack

antigravity

claude code

cursor

gemini

hugging face

openai

## Education

Bachelor of Technology \- BTech, Computer Science, Government Engineering College, Ajmer

Sophia Secondary School

## Public links

- github: https://github\.com/sakshidatwani

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

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