---
title: "Sankalp Patil - ML Data Associate in Belgaum | Tal"
description: "Meet Sankalp Patil, Student at Gogte Institute of Technology, Belgaum based in Belgaum. AI stack includes claude, deepseek, and gemini."
image: "https://tal.club/meet/sankalp-rout/share-image"
---

# Sankalp Patil on Tal

## Headline

Student at Gogte Institute of Technology, Belgaum

## Location

Belgaum

## AI stack

claude

deepseek

gemini

github copilot

hugging face

langchain

## Work experience

ML Data Associate at Amazon, Apr 2024 \- Present · 2 y 6 mo, Taurus1 bagame tech park Bangalore Karnataka, • Led multi\-platform QA testing on production versions of the Amazon mobile application across iOS and Android devices, identifying critical bugs to ensure a seamless cross\-platform user experience\. • Validated system functionality, performance metrics, and strict quality standards, drastically reducing post\-release defects\. • Spearheaded ML data preparation and analytics workflows, optimizing data cleaning, statistical analysis, and quality assurance processes to enhance machine learning model training and evaluation\. • Built automated data pipelines using Python and Excel for data visualization, dashboard reporting, and predictive analytics, significantly improving overall model accuracy\. • Engineered an automated email notification system using Python to stream weekly accuracy and productivity metrics directly to team members, optimizing performance tracking and transparency\. • Extracted and analyzed database trends by writing complex SQL queries on annotation databases, delivering data\-driven process optimizations via interactive Tableau dashboards\. • Mentored and onboarded 8 new associates, implementing targeted, data\-driven coaching that successfully elevated team accuracy from 85% to 97% and boosted productivity from 80% to 100%

## Education

Bachelor of Engineering \- BE, Electrical, Electronics and Communications Engineering, Gogte Institute of Technology, Belgaum

Certification, MATLAB, kls GOGTE INSTITUTE OF TECHNOLOGY

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

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