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Nisha KumariNK
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Nisha Kumari

@nishakumari11

Data Engineer at L&T Finance building retail-lending data marts and credit-risk pipelines, with batch runtimes cut by up to 80%.

India
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At L&T Finance, I integrate gold-loan data into the Enterprise Data Warehouse, delivering DIMENSION and FACT models for cross-sell and upsell analytics. I also optimized existing loads, reducing end-to-end runtime by 70–80%.

I optimized Vertex AI credit-risk batch workflows covering 200K+ customers, cutting processing runtime by 80%. My work also includes Loan Origination Platform data integration and maintaining data integrity across high-volume bureau and core-banking records.

At DeNA Co., Ltd., I developed a user-engagement classification pipeline processing 80K+ users per run with 99.5% classification success. I also engineered an AI-powered thumbnail authenticity detection system and built projects in particulate-matter prediction, multi-PDF question answering, and semantic video search.

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Indian Institute of Technology, Hyderabad logoIH

Indian Institute of Technology, Hyderabad

B.Tech, Civil Engineering

2022 -

Grade: 8.93/10

Pursuing a B.Tech in Civil Engineering with a CGPA of 8.93/10.

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