UMAMAHESWARI NAGALINGAM
Data Analyst - Technical Operations Associate (Catalog Lead) @ Amazon
About
Data Analyst | Amazon Alum | M.Sc. Data Science & AI I thrive at the intersection of product, engineering, and business logic. With 2.5 years of experience at Amazon and a Master’s in Data Science & AI from GISMA University, I specialize in transforming massive, raw datasets into scalable analytical foundations. My approach is simple: Data is only as good as the decisions it enables. At Amazon, I re-engineered SQL workflows for catalogs exceeding 4M+ rows, saving over 15 manual hours per week while ensuring 100% data integrity. I am an expert in the SQL + Python + Power BI stack, with a deep interest in Analytics Engineering (dbt) and AI-enabled automation. Core Expertise: 📊 BI Development: Building high-impact dashboards (Power BI/Tableau) that define and track commercial KPIs. ⚙️ Data Engineering: Optimizing ETL/ELT pipelines and BigQuery environments for maximum performance. 🎯 Product Analytics: Translating complex stakeholder needs into technical data models that drive growth. 🤖 Advanced Analytics: Applying my research in Agentic AI and ML pipelines to solve real-world automation challenges. I am currently based in Berlin and eager to contribute to a data-driven team where I can build end-to-end analytical solutions. Technical Toolkit: SQL (Advanced), Python (Pandas/NumPy), BigQuery, Power BI, Tableau, ETL/ELT, Git. 📍 Based in Berlin | 📢 Open to connections and new opportunities in Data/BI/Analytics Engineering.
Germany
Cottbus
Information Technology & Services
Business Intelligence (BI), Stakeholder Management, Extract, Transform, Load (ETL), Microsoft Power BI, BigQuery, Machine Learning Methods , Application Development, Artificial Intelligence and Machine Learning (AI/ML) , Prompt Engineering, Generative AI, Google Cloud Platform (GCP), Large Language Modeling, Pandas (Software), Linear Regression, Logistic Regression, Classification, Hyperparameter Tuning, Data Manipulation, Pandas, Matplotlib
Experience

Data Analyst - Technical Operations Associate (Catalog Lead)
Chennai, Tamil Nadu, India
Data Acquisition & ETL: Managed the end-to-end data lifecycle (SACE) for global catalogs, overseeing the extraction (scraping/crawling) of product metadata from external sources into Amazon’s internal databases. Technical Ownership (SME): Served as a Subject Matter Expert for system automations, translating complex catalog requirements into technical logic for automated ingestion pipelines. Analytics Engineering: Utilized SQL and Python to enrich and validate datasets for over 4M+ products, ensuring data quality and catalog integrity. Software Excellence: Maintained high code standards through regular Git-based code reviews and deployment (code push), ensuring scalable and bug-free data workflows. Feature Enrichment: Led data enrichment initiatives that improved product discoverability by structuring unstructured web data into standardized database attributes.
UMAMAHESWARI NAGALINGAM's Contact Information
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