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Sonali Kumari

Data Analyst | Analytics Engineer | Snowflake | Power BI | Python | Fintech & Mortgage Domain

Pune District

3+ years of work experience

ICE
Mar 20251 yr 5 mosPresent

Pune District

• Architected Power BI dashboards with DAX measures tracking product accuracy, customer satisfaction & operational KPIs — enabling 20% faster issue detection • Automated ETL and compliance reporting workflows using SQL & Python — reducing manual reporting effort by 60% • Designed and maintained Snowflake data warehouse pipelines for loan files and compliance audits — improving audit data reliability by 35% • Built reusable Power BI templates and documented DAX logic & reporting standards to reduce analyst onboarding time • Partnered with compliance and product teams to translate regulatory requirements into auditable analytics solutions
Tata Elxsi
Sep 20231 yr 7 mosMar 2025

Pune District

• Built Power BI dashboards for Digital Twin models of Software-Defined Vehicles (SDVs) — visualising real-time operational efficiency metrics for engineering and leadership stakeholders • Designed and automated data pipelines using SQL and Python, reducing manual data processing overhead • Delivered sprint-based analytics deliverables within Agile squads aligned to automotive product roadmaps
DRDO, Ministry of Defence, Govt. of India
Jan 20234 mosApr 2023

Delhi, India

Worked on analysis of reversible data hiding techniques based on histogram shifting using ML algorithms
Indian Institute of Technology, Kharagpur
Jun 20223 mosAug 2022

Kharagpur, West Bengal, India

Worked on clustering based algorithm on Geo-spatial data Key skills :- NLP, clustering based algorithm, Statistics
Comunev
Dec 20213 mosFeb 2022

India

Worked on development of recommendation system based on likes and dislikes

Education

Shri Mata Vaishno Devi University

Bachelor of Technology - BTech, Electronics and Communication

Shri Mata Vaishno Devi University

20194 yrs2023

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Headline

Data Analyst | Analytics Engineer | Snowflake | Power BI | Python | Fintech & Mortgage Domain

About

Data Analyst with 3+ years experience in building end-to-end analytics solutions in fintech and automotive domains. Currently at ICE Mortgage Ltd, where I architect Snowflake data pipelines, automate ETL workflows (60% reduction in manual effort), and design Power BI dashboards that improved issue detection by 20%. My stack: SQL · Python · Snowflake · Azure Databricks · Power BI · Tableau · Sigma · Elastic I'm passionate about transforming raw data into reliable, governed, and decision-ready insights. Open to Analytics Engineer and Senior Data Analyst roles where I can drive impact at scale.

Location

Pune District

Work experience

Data Analyst at ICE, Mar 2025 - Present · 1 yr 5 mos, Pune District, • Architected Power BI dashboards with DAX measures tracking product accuracy, customer satisfaction & operational KPIs — enabling 20% faster issue detection • Automated ETL and compliance reporting workflows using SQL & Python — reducing manual reporting effort by 60% • Designed and maintained Snowflake data warehouse pipelines for loan files and compliance audits — improving audit data reliability by 35% • Built reusable Power BI templates and documented DAX logic & reporting standards to reduce analyst onboarding time • Partnered with compliance and product teams to translate regulatory requirements into auditable analytics solutions

Data & Visualisation Engineer at Tata Elxsi, Sep 2023 - Mar 2025 · 1 yr 7 mos, Pune District, • Built Power BI dashboards for Digital Twin models of Software-Defined Vehicles (SDVs) — visualising real-time operational efficiency metrics for engineering and leadership stakeholders • Designed and automated data pipelines using SQL and Python, reducing manual data processing overhead • Delivered sprint-based analytics deliverables within Agile squads aligned to automotive product roadmaps

Intern at DRDO, Ministry of Defence, Govt. of India, Jan 2023 - Apr 2023 · 4 mos, Delhi, India, Worked on analysis of reversible data hiding techniques based on histogram shifting using ML algorithms

Data Science Intern at Indian Institute of Technology, Kharagpur, Jun 2022 - Aug 2022 · 3 mos, Kharagpur, West Bengal, India, Worked on clustering based algorithm on Geo-spatial data Key skills :- NLP, clustering based algorithm, Statistics

Machine Learning Intern at Comunev, Dec 2021 - Feb 2022 · 3 mos, India, Worked on development of recommendation system based on likes and dislikes

Education

Bachelor of Technology - BTech, Electronics and Communication, Shri Mata Vaishno Devi University

Sonali Kumari - Data Analyst in Pune District | Tal