Sankalp Patil profile photo 1 on Tal

Sankalp Patil

Student at Gogte Institute of Technology, Belgaum

Belgaum

2+ years of work experience

Amazon
Apr 20242 y 6 moPresent

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%

Sankalp’s AI Stack

claude
claude
deepseek
deepseek
gemini
gemini
github copilot
github copilot
hugging face
hugging face
langchain
langchain

Education

Gogte Institute of Technology, Belgaum

Bachelor of Engineering - BE, Electrical, Electronics and Communications Engineering

Gogte Institute of Technology, Belgaum

20187 yrs2025

Certification, MATLAB

kls GOGTE INSTITUTE OF TECHNOLOGY

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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

Sankalp Patil - ML Data Associate in Belgaum | Tal