Deepa Saw

About Deepa Saw

Senior Data & AI Engineer with 12 years of experience building enterprise-scale data…

Experience

1. Software Engineer Ii

   Microsoft

   Jun 2021 — Present · IN

   Data Engineer in Supply Chain1. Developed Generic Ingestion Framework in Azure Data Factory for ingesting data from various sources (API,SQL sever,Blob,Fileshare) which saves a lot of future development effort. Since the pipelines are metadata driven there is no development required to onboard new sources in future. These pipelines only extract data from source if there is an update in the source. Hence it saves a lot compute.2. Build an application to convert Natural Language to SQL.3. Working on building a Near Real Time Ingestion Framework.4.Build a generic Encryption framework.5. Developed CICD pipeline for Azure DataFactory.6. Enhanced the generic scala logic to handle scd logic / transformation.7. As part of DML retirement (which was a financial and tech debt),developed SAP BODS job to move data from SAP to Azure Containers for multiple datasets and then merged the files.8. Have contributed in DRI and Livesite activities to maintain reliability and availability of Systems.9. Have been a Scrum Master and Created ADO Dashboard to Track all the Features, User Stories, Task and other relevant metrics for Leadership.Data Science:1. Ingested data related to Surface device (Microsoft laptops) and Xbox from Twitter and did sentiment analysis on it.2. SCE Hackathon Winner 2022: Worked on converting text in books to audio which would be integrated with Spectacles to help people with Vision issues.3. Suggested best practices in Machine Learning through Experiments (IDEAS team).4. Highlighted Features of Responsible AI Dashboard (raiwidgets library) And Fairlearn.5. Built an application which converts Natural Language to SQL.Python/Automation1. Automated Mapping sheet creation of ETL Job which saves 50 hours of effort per project.2. Automated creation of BODS Job Schedules.3. Wrote a code to analyze Job logs for File transfer errors which saved a lot of manual effort.4. Automated ICM incident creation Process using Power Automate

Education

• SRM IST Chennai

  Bachelor of Technology (B.Tech.), Computer Science

  2010 — 2014

Skills

• Visual Studio
• .net
• Mainframe
• C++
• Cobol
• C#
• Teamwork
• Html
• Java
• Core Java
• Jsp
• Servlets
• Pl/Sql
• C
• Sql
• Jcl
• Cics
• Db2
• Ibm Mainframe
• Telon
• Mysql
• Javascript
• Eclipse
• Ecl
• Teradata
• Datastage
• Extract, Transform, Load (Etl)
• Salesforce.com
• Apex Programming
• Visualforce
• Teradata Sql
• Teradata Data Warehouse
• Ibm Tivoli Workload Scheduler (Tws)
• Infosphere
• Tableau