Kanika Singh
Summary
Dynamic Lead Project Coordinator with a proven track record at Tata Consultancy Services, excelling in data migration and governance. Expert in Data Modelling and Agile methodologies, I deliver innovative solutions that enhance data quality and drive efficiency. Adept at collaborating with stakeholders to achieve compliance and optimize project outcomes.
Overview
10
10
years of professional experience
Work History
Senior Data Modeler
Tata Consultancy Services
01.2023 - Current
- Led end-to-end data model design, developing comprehensive logical and physical data models for multiple subdomains within the insurance sector, using Erwin.
- Ensured data integrity, scalability, and performance optimization while aligning models with business and regulatory requirements.
- Collaborated with cross-functional teams, including business analysts, data architects, and developers, to facilitate seamless data integration and governance.
- Enhanced data consistency and reusability by implementing best practices in data modeling and metadata management.
- Providing insight to business stakeholders on the project requirements.
- Provide valuable input in design discussions for making an optimal solution design.
- Analysis of different source systems.
- Identify data and governance issues, and put countermeasures in place to improve the quality and validity of raw data.
- Ensure timely and budget-conscious delivery that meets customer quality expectations, and achieves 100% compliance with SLA targets.
- Contribute to reducing cycle time through strategies such as automation and innovation.
- Analysis of business requirements, and preparation of the Design Specification Document.
Data Engineer
Tata Consultancy Services
07.2019 - 01.2023
- Experience in end to end implementation in a data warehouse project life cycle that is requirement gathering, analysis, design and implementation
- A good experience in Agile model of project delivery
- Works closely with customers to understand the business requirements and challenges around Data Migration, Data Quality Metadata Management
- Deliver data solutions using Data Modelling, Data Architectures, API's and Integration
- Experience in working with SQL relational DBs such as SQL Server, MySql
- Experience in working with No SQL DBS such as MongoDb
- Led migration projects, including transitioning from SQL to MongoDB, mainframe systems to MongoDB, and retail and transaction data to MongoDB
- Designed real-time event-to-MongoDB solutions
- Conducted Data Modelling and enhancement using Magicdraw and Erwin
- Defined API Governance and Data Governance workflows, created Confluence pages and managed process publishing
- Utilized Collibra for Data Governance
Data Consultant
NOW
05.2019 - 07.2019
- Converted data into actionable insights by predicting and modeling future outcomes
- Utilized MS-SQL, Tableau, and other dashboard/visualization tools for data analysis
- Collaborated with the development team to provide strategies and solutions for continuous improvement in data management
Data Analyst Intern
AdGlobal360
01.2019 - 05.2019
- Developed a data science engine for product prediction, enabling clients to predict on-shelf product availability and stock products in advance
Database Administrator
Tata Consultancy Services
06.2015 - 07.2017
- Utilized MS-SQL for day-to-day database management
- Performed backup and restore operations
- Created and maintained documentation for DBA standard operating procedures
- Supported clustered and non-clustered environments for disaster recovery
Education
M.tech - Data Analytics
Jaypee University Of Information Technology
05.2019
B.Tech - Computer Science
Banasthali Vidyapith
05.2015
Senior Secondary -
Delhi Public School
Skills
- Data Modelling
- Data Warehouse
- JIRA
- Extract, Transform, Load (ETL)
- HiveQL
- BigData
- Natural Language Processing
- Tableau
- Data Analysis
- NOSQL
- MongoDB
- Machine Learning
- Python
- Data Science
- Data Migration Management
- Data Quality
- Erwin
- Collibra
- Magicdraw
- Agile methodologies
- Data Architect
- Effective Project Management
- Project Management
Volunteer Experience
- JIIT, Conducted a hands on session on HADOOP Based Frameworks And Programming Models for Big Data., Dr Parmeet Kaur (JIIT NOIDA)
- JIIT, Session in FDP on Data Science in the Digital Era.
Publications
- A Machine Learning Approach for enhancing defense against Global Terrorism, 12th IC3 2019, 09/01/19, The objective of the paper was to predict the region and country of a terrorist attack using machine learning approaches.
- An Empirical Comparison of Mongodb and Hive, IC3-2018, 07/01/19, This paper investigates the querying performance of NoSQL document store, MongoDB and Hadoop analytical language over a single node.
Timeline
Senior Data Modeler
Tata Consultancy Services
01.2023 - Current
Data Engineer
Tata Consultancy Services
07.2019 - 01.2023
Data Consultant
NOW
05.2019 - 07.2019
Data Analyst Intern
AdGlobal360
01.2019 - 05.2019
Database Administrator
Tata Consultancy Services
06.2015 - 07.2017
M.tech - Data Analytics
Jaypee University Of Information Technology
B.Tech - Computer Science
Banasthali Vidyapith
Senior Secondary -
Delhi Public School
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