Summary
Overview
Work History
Education
Skills
Certification
Languages
Additional Information
Timeline
Generic
Banu Ravi

Banu Ravi

Chennai

Summary

Passionate and driven aspiring data scientist seeking an opportunity to join an innovative organization. Eager to leverage data to solve complex problems, contribute to strategic decision-making, and drive business growth. Committed to continuous learning and professional development in the field of data science, with a strong desire to make a meaningful impact through data-driven insights.

Overview

12
12
years of professional experience
1
1
Certification

Work History

Senior Associate

BNY Mellon Technology Solutions
02.2022 - Current
  • Development of Oracle,Teradata semantic views macros based on stakeholder's requirement
  • Development of new Informatica, Pentaho mapping, workflows with data loading logic for specific source systems based on frequency of the data and semantics
  • Data Virtualization using Denodo
  • Development of analytical dashboards in power BI
  • Performance Tuning and optimization of multiple long running queries
  • Data onboarding from Datastack, Developer loading process, ETL semantic views development and report generation in dashboard
  • Taking care of release management process and coordinating releases by ensuring to deliver various streams
  • Vulnerability Fixes to reduce potential risks and threats.
  • POC on various technologies and tools
  • Effectively managed multiple competing priorities while maintaining focus on delivering exceptional results for clients and the organization.
  • Streamlined operational efficiency by identifying areas for improvement and proposing actionable solutions.

Associate

Cognizant Technology Solutions
02.2018 - 02.2022
  • Deployed in BNP Paribas office (Financial Services company) as Associate developer.
  • Development of new mapping, workflows, business rules, with data loading logic for specific source systems based on frequency of the data and semantics
  • Performance Tuning , Redesign the purging process based on data retention period
  • Quality Management SPOC – Gap Analysis, Process definition, Quality Reviews, Configuration Management Audits and reporting

Senior Application Developer

INAUTIX TECHNOLOGIES - A BNY MELLON
06.2013 - 02.2018
  • Performance tuning on ETL, Query and database schema modification of the biggest, significant data source
  • Development of Analytic reports using Teradata , SQL, Informatica
  • Supported various server migration activities, UNIX reboot activities, Informatica, Teradata Reboot activities

Education

M Tech - Data Science And Engineering

BITS PILANI
PILANI
05-2026

B. Tech - Information Technology

Karpagam College of Engineering - Anna University
Coimbatore
05-2013

Class XII -

Perks Matriculation Higher Secondary School
Coimbatore, TAMIL NADU
01.2009

Class X -

Perks Matriculation Higher Secondary School
Coimbatore
01.2007

Skills

  • Oracle, SQL Server SQL Server Management Studio
  • Data Management for ML
  • Teradata
  • Informatica Power Center 101x /Analyst
  • Denodo
  • Microsoft Power BI
  • Web Focus 8
  • Python(Basics)
  • Snowflake ,Airflow (Basics)
  • JIRA
  • Eclipse
  • HP Quality Defect Management
  • Enterprise scheduling platform ,AutoSys,ControlM
  • UNIX Shell Scripting
  • Agile / SAFe Agile / DevOps
  • Technical lead

Certification

  • Certified SAFe(7.0) Practitioner
  • Pursuing MTech in Data Science in Engineering (BITS PILANI) through WILP Program.

Languages

English
Tamil

Additional Information

Currently Pursuing a project as a part of M.Tech (Data Science and Engineering)


Project Title :


1) End-to-End Data Management Pipeline for Machine Learning : Design, implement, and orchestrate a complete data management pipeline for a machine learning project, addressing all stages from problem formulation to pipeline orchestration.


2) Advanced machine learning :This project involves building a Machine Learning model to detect fraudulent credit card transactions. The goal is to classify transactions as fraudulent or legitimate using classical ML techniques .This project will have data analysis, ML modeling, evaluation, and deployment for fraud detection.

Timeline

Senior Associate

BNY Mellon Technology Solutions
02.2022 - Current

Associate

Cognizant Technology Solutions
02.2018 - 02.2022

Senior Application Developer

INAUTIX TECHNOLOGIES - A BNY MELLON
06.2013 - 02.2018

Class XII -

Perks Matriculation Higher Secondary School
  • Certified SAFe(7.0) Practitioner
  • Pursuing MTech in Data Science in Engineering (BITS PILANI) through WILP Program.

M Tech - Data Science And Engineering

BITS PILANI

B. Tech - Information Technology

Karpagam College of Engineering - Anna University

Class X -

Perks Matriculation Higher Secondary School
Banu Ravi