Kalpesh J Dave
Bengaluru,KA
Summary
Talented Senior Data Management/Data Governance resource with 20+ years of experience with Technical/Functional experience. Accountable for managing and implementing large-scale Data governance structure with the help of tools & technologies like AI, Automation, BI solutions set for users in Mortgage Banking, Travel, cyber security, telecom, Product based media and health Industries. Experienced in coordinating tasks, managing deliverables and client interaction exposure.
Encouraging manager and analytical problem-solver with talents for team building, leading and motivating, as well as excellent customer relations aptitude and relationship-building skills. Proficient in using independent decision-making skills and sound judgment to positively impact company success. Dedicated to applying training, monitoring and morale-building abilities to enhance employee engagement and boost performance.
Overview
21
21
years of professional experience
Work History
AVP, Chief Data Office
Standard Chartered Bank
02.2020 - Current
- Responsible for the DQMS standard & overall BCBS 239 compliance
- Onboard onto Axon for ICS Risk Reporting for BCSBS239
- Prepare the details of DQ1 to DQ4 onto Enterprise Metadata Tool
- Product Owner for Managing the overall responsibilities for BRAM [Board Risk Appetite Metrics]2020 & 2021 data landscape and data governance related activities, e.g
- CDE identification, Data dictionary, Lineage, and Data SLA
- Product Owner for strategic Data sourcing program for ICS for more than 15 various application falls under ICS like ESD, ATM e-PO, COOL Risk profile, Risk Dispensation, VX-Platform etc
- Working in the Agile methodology with the team to deliver the DQ architects for multiple projects like Information & Cyber Security, wealth management, e-product catalog for retail banking business
- Creation of CDE, identification of golden source, automated strategic sourcing, MFU [Manual file upload] identification
- Management of Data Dictionary, Data inventory management, as well as physical mapping for source, staging & target data
- Responsible for architecture for Data quality & Data validation flow to remove the anomalies & establishing the controls for the identified CDEs
- Responsible for creating DV rules at database level to stop the junk values, null values for MFU to COO data lake
- Creation and management of DQ rules at Dataiku at SIT & UAT & further migration at production with the support of T&I team
- Also part of the cyber security metrics logical calculation & Data SLA discussion
- Part of the PoC for various data transformation tools like Dataiku, Informatica
- Designed and work closely with T&I team to implement data quality rules, metrics and dashboard
- Created and maintained data dictionary & data lineage
- Ongoing exercise for data profiling
- Remediation of legacy/stale data quality issues
- Input file fixes to prevent data quality or incorrect data flow issues in future
- Enhancement of existing interface to include new & modified fields
- Embedding ownership of data quality at source & working with the upstream process owners
- Technical dictionary("raw") of the data elements as maintained by the source system
- Maintaining Data dictionary where users can search and enquire stored information such as data definitions, mapping rules to transformation rules etc
- Proactively monitored and cleanse the data which is used by the downstream for processing
- Delivered trusted asset data to any data integration, analytics or data governance project
- Crated and run profiles to identify data quality issues in data set and managed the relationship between columns in a data set
- Provided Universal connectivity to all data sources
- Data flow guidelines to be adopted i.e
- Data elements should only have one directional movement between systems and error
- Ensured data is accurate and relevant for business purpose
- To support & ICS RMFI will implement the ICS Risk Type Framework
- To provide data quality for the Board Risk metrics and provide structure for managing and implementing the identified risk through bank
- Establish and manage a data-savvy team to roll out and implement Data Quality Management Framework for critical metrics
- Manage and custody data assets across multiple global projects
- Evaluate tools, establish forums and processes to manage/remediate data issue
- Business Intelligence and Risk Metrics Reporting (Group)
- Projectized and manage the Data Sourcing and Data Analytics workstreams
- Establish and operationalize 35+ data inputs for 100+ critical metrics from scratch, within 7 months
ISPOCM Lead
Orange Business Services
07.2018 - 02.2020
- Responsible for Data quality program
- Single point of contact for data migration activity for supply chain
- Created & managed BI framework for supply chain system.
Manager
I Cube IT Services Pvt Ltd
08.2015 - 06.2018
- Application Software Development 6: Develop existing applications and contribute to development of new applications by analyzing and identifying areas for modification and improvement. Develop new routine applications to meet customer requirements.
- Applications Software Maintenance 6: Monitor, identify, and correct more complex software defects to maintain fully functioning applications software.
- Design and Conceptualization 5: Research and interpret data, trends, and benchmarks relevant to digital products/services design.
- Websites/Portals Maintenance and Update 6: Design and oversee the functionality, usability, and accessibility of business-critical portals/websites using content creation and management tools as well as digital media to ensure that technical continuity is maintained and development standards are met.
- Technical Developments Recommendation 5: Research and suggest technical developments to improve the quality of the website/portal/software and supporting infrastructure to better meet users� needs.
Manager
PwC India Pvt. Ltd
07.2014 - 02.2015
BI Team Lead
Orange Business Services
02.2008 - 06.2014
BI Developer
Edynamic Soln. Pvt Ltd
07.2006 - 02.2008
Expedien Inc, Noida
03.2006 - 06.2006
Smart edge Infotech
01.2004 - 06.2006
Education
B.Sc. - Chemistry
Gujarat University
Strategic Analytics -
IIM [Indian Institute of Management] Ahmedabad
01.2018
Strategic Analytics - Weaving Analytics To Decision Making
Indian Institute of Ahemdabad
Ahmedabad01-2017
Skills
- DQ Framework
- BI Framework
- DW framework
- Informatica Axon
- Hadoop
- Ms SQL Server 2000
- Dataiku
- Power BI
- Tableau
- MSTR
- Python
- ICS Data Governance
- Risk management
- Stakeholder engagement
- Strategic planning
- Performance optimization
- Leadership development
- Innovation strategy
- Data analysis
Personal Information
- Profile: Talented Senior Data Management/Data Governance resource with 16+ years of experience with Technical/Functional experience. Accountable for managing and implementing large-scale Data governance structure with the help of tools & technologies like AI, Automation, BI solutions set for users in Mortgage Banking, Travel, cyber security, telecom, Product based media and health Industries. Experienced in coordinating tasks, managing deliverables and client interaction exposure.
- Passport Number: as per request
- Date of Birth: 12/08/76
- Marital Status: Married
Timeline
AVP, Chief Data Office
Standard Chartered Bank
02.2020 - Current
ISPOCM Lead
Orange Business Services
07.2018 - 02.2020
Manager
I Cube IT Services Pvt Ltd
08.2015 - 06.2018
Manager
PwC India Pvt. Ltd
07.2014 - 02.2015
BI Team Lead
Orange Business Services
02.2008 - 06.2014
BI Developer
Edynamic Soln. Pvt Ltd
07.2006 - 02.2008
Expedien Inc, Noida
03.2006 - 06.2006
Smart edge Infotech
01.2004 - 06.2006
Strategic Analytics -
IIM [Indian Institute of Management] Ahmedabad
B.Sc. - Chemistry
Gujarat University
Strategic Analytics - Weaving Analytics To Decision Making
Indian Institute of Ahemdabad
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