Muskan Malviya

Data Engineer

Berlin, Berlin, Germany4 yrs 10 mos experience
Highly StableAI ML Practitioner

Key Highlights

  • Expert in Snowflake and cloud-based data engineering.
  • Delivered AI-driven insights optimizing risk assessment by 40%.
  • Led successful Guidewire migration enhancing data accessibility.
Stackforce AI infers this person is a Data Engineering expert in Fintech and SaaS industries.

Contact

Skills

Core Skills

Data EngineeringCloud Data SolutionsAdvanced Analytics

Other Skills

AIAWSAmazon QuickSightAtomAzureC++Cascading Style Sheets (CSS)Clean DataData AccessibilityData AnalysisData AnalyticsData GovernanceData MiningData ModelingData Pipelines

About

πŸš€ Turning Data into Actionable Insights Passionate Data Engineer with deep expertise in Snowflake, SQL, and cloud-based data engineering. I design and implement scalable, high-performance data solutions, enabling businesses to unlock the full potential of their data. From architecting centralized data warehouses to optimizing self-service analytics, I bring end-to-end solutions that drive efficiency, automation, and business impact. With a strong foundation in Snowflake, I specialize in advanced data modeling, pipeline automation, and integrating cloud-native technologies. I’ve played a key role in building Snowflake Native Apps, streamlining ETL frameworks, and leveraging AI/ML for data-driven decision-making. My experience spans the insurance, retail, and finance domains, where I have successfully delivered solutions that optimize reporting, enhance security, and accelerate insights. Here’s how I bring data to life: Snowflake & Advanced Data Engineering – Designed and optimized high-performance data ecosystems, leveraging multi-cluster architectures, dynamic scaling, and workload management to handle billions of records with maximum efficiency. End-to-End Advanced Analytics – Delivered predictive and prescriptive analytics, enabling real-time decision-making, reducing operational risks, and improving data accuracy across domains. Self-Service BI & Data Democratization – Built scalable BI solutions, empowering non-technical users and fostering a data-driven culture. AI-Driven Insights & ML Solutions – Developed AI-powered risk models for fraud detection and exposure analysis, optimizing underwriting strategies and risk assessment accuracy by 40%. Guidewire & Insurance Data Solutions – Led a Snowflake migration integrating Guidewire (PolicyCenter, BillingCenter, ClaimCenter), streamlining claims processing, and enhancing premium forecasting capabilities. Native Apps for Real-Time Analytics – Engineered Snowflake Native Apps, providing insurers with instant concentration risk insights, reducing exposure blind spots by 60%. Cloud, DevOps & Security – Implemented CI/CD pipelines, DevOps automation, and cloud security best practices across AWS & Azure, ensuring scalability, efficiency, and compliance. Recognized with multiple awards β€”for consistently delivering innovative data solutions that transform businesses. Beyond my passion for data engineering and analytics, I’m deeply fascinated by data science and AI, always exploring ways to integrate machine learning and automation into real-world business problems.

Experience

4 yrs 10 mos
Total Experience
4 yrs 3 mos
Average Tenure
8 mos
Current Experience

N26

Data Engineer

Oct 2025 – Present Β· 8 mos Β· Berlin, Germany Β· On-site

Kipi.ai

4 roles

Lead Engineer

Sep 2024 – Nov 2025 Β· 1 yr 2 mos

  • Designed & architected large-scale data ecosystems using Snowflake, SQL, and cloud platforms (AWS, Azure), enabling high-performance analytics.
  • Developed programmatic solutions and automation frameworks, optimizing data pipelines, ETL workflows, and real-time data processing.
  • Spearheaded self-service analytics initiatives, empowering business users with BI-driven decision-making while ensuring data governance & security.
  • Led the migration from Guidewire Cloud to a custom data warehouse, improving data accessibility, policy insights, and premium forecasting accuracy.
  • Engineered AI-driven risk models and predictive analytics for insurance claims, exposure analysis, and fraud detection, boosting risk assessment accuracy.
  • Architected Snowflake Native Apps, delivering real-time concentration risk insights, reducing exposure blind spots by 60% for insurers.
  • Implemented CI/CD pipelines & DevOps best practices, ensuring scalability, security, and compliance across cloud-based infrastructures.
  • Trained teams on advanced Snowflake features, performance tuning, and cost optimization strategies, fostering a culture of continuous learning.
SnowflakeSQLAWSAzureETLData Pipelines+6

Lead Engineer

Promoted

Oct 2023 – Nov 2025 Β· 2 yrs 1 mo

Senior Software Engineer

Promoted

Oct 2022 – Nov 2025 Β· 3 yrs 1 mo

  • πŸš€ Driving Data Engineering Excellence & Advanced Analytics
  • βœ” Designed and optimized scalable data pipelines by building ETL workflows using Matillion and Snowflake, improving real-time processing and performance.
  • βœ” Developed enterprise data warehousing solutions, integrating Snowflake with AWS services to enable seamless data-driven decision-making.
  • βœ” Built advanced analytics solutions in Power BI and Amazon QuickSight, delivering interactive and self-service dashboards for business users.
  • βœ” Contributed to domain-specific solutions across retail, multimedia, and insurance by optimizing data pipelines and analytical models.
  • βœ” Implemented performance-optimized data models, reducing query execution times and enhancing efficiency for large-scale datasets.
  • βœ” Established automated CI/CD pipelines for ETL processes, ensuring streamlined deployments and improved data engineering reliability.
  • βœ” Led training sessions on Snowflake, SQL optimization, and advanced analytics, fostering a culture of continuous learning within teams.
ETLSnowflakeAWSPower BIAmazon QuickSightData Engineering+1

Software Engineer

Aug 2021 – Oct 2022 Β· 1 yr 2 mos

Tata consultancy services

Project Intern

Jun 2021 – Jul 2021 Β· 1 mo

  • Did research work on comparison of several Business Intelligence tools available in the market,and designed dashboards for CMO,CFO and CIO using tableau

The sparks foundation

Data Science and Business analytics intern at sparks foundation

May 2021 – Jun 2021 Β· 1 mo

Medtoureasy

Machine Learning Intern

Apr 2021 – Apr 2021 Β· 0 mo Β· remote

Technocolabs

Data Science Intern

Feb 2021 – Apr 2021 Β· 2 mos

Successgenix

Bussiness and sales development intern

Jan 2021 – Jan 2021 Β· 0 mo

Kpmg

Data Analyst intern

Jan 2021 – Jan 2021 Β· 0 mo

Education

Bharati Vidyapeeth University College Of Engineering, Pune

Bachelor of Technology - BTech β€” Computer Science

Jan 2018 – Jan 2022

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