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dimple barapatreDB
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dimple barapatre

@dimplebarapatre

Data Scientist and Machine Learning Engineer who built a churn model with 0.91 AUC-ROC and an LLM-powered semantic search system.

India
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At Accenture, I processed and cleaned social media records and built and evaluated Random Forest and XGBoost models to forecast engagement trends, improving reporting accuracy by 30%.

At Yess Infotech, I analyzed business datasets and built a Motorola Mobile Sales Dashboard covering product SKUs, regional revenue, and monthly KPIs. I also developed interactive COVID-19 dashboards in Power BI and Tableau.

As a Software Engineer Trainee at Sambhav AI & Tech Services, I built Python and FastAPI backend services and automated data pipelines across several projects. I also contributed to data validation, research, testing, and project documentation.

In my projects, I built a bank churn classification pipeline that achieved 87% accuracy and 0.91 AUC-ROC, and an Amazon Alexa review sentiment classifier with 97% accuracy. I also developed an LLM-powered semantic search system using LangChain, Gemini, and ChromaDB.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

RC

RTMNU Campus

Master of Science, Electronics

2021 - 2023

Grade: 6.41/10

Master of Science in Electronics from RTMNU Campus, Maharashtra, with a CGPA of 6.41/10.

LC

LAD College

Bachelor of Science, Physics, Mathematics, Electronics

2018 - 2021

Grade: 61.40%

Bachelor of Science in Physics, Mathematics, and Electronics from LAD College, Nagpur, with a percentage of 61.40%.

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