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Data Analyst Analytics

Location:
Seattle, WA, 98104
Posted:
June 16, 2025

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Resume:

MUNKHTUYA YADMAA

323-***-**** ********@*****.***

SUMMARY

Detail-oriented professional with a strong background as a professional piano player, now transitioning into the data analytics field. Recently graduated from a Data Analyst bootcamp, bringing 1 year of hands-on experience in data analysis, including proficiency in SQL, advanced Excel, and Tableau. Leveraging over 15 years of discipline, creativity, and precision from a successful music career to drive insightful data-driven decision-making. Passionate about uncovering trends and insights to support business growth and operational efficiency.

Skills

Programming Languages: SQL, MSSQL, Snowflake.

Development Tools: Notepad++,

Operating Systems: Linux, Windows, IOS

Data Visualization Tools and Reporting Tools: Tableau Desktop, Power BI

Databases & Utilities: MySQL, MS SQL Server, Oracle, MS. Access, Google sheet.

Relevant Courses

Business Intelligence Analysis SQL

Database Mining Database Analytics

Data Warehousing. ETL SSIS

Data Visualization TABLEAU, EXCEL

PROFESSIONAL EXPERIENCE

Data Analyst / Byte2AI LLC – Remote Aug 2023 – Current

My main role was developed and managing a comprehensive risk strategy for the business unit which maximizes business operations benefits while minimizing risk exposure and maintaining compliance, covering the risk exposure for the full portfolio of the organization's activities/interest. Promoted operational efficiency and service excellence through appropriate risk management strategies, process improvements and training while reducing and mitigating operational, reputation, regulatory and financial losses.

Worked extensively in Data Migration and data conversion from legacy to Oracle platform, documented Data Mapping and data profiling requirements, data transformation requirements for ETL and data integration.

Developed Python project that using Anaconda and NumPy for data quality assurance and validation. Implemented data cleaning procedures, including outlier detection, data type conversions, and consistency checks.

Generated ad-hoc SQL queries using joins, database connections and transformation rules to fetch data from PC Data warehouse.

Retrieve data from the data warehouse and use the data to create insightful reports and analyses.

Worked on user defined stored procedure PL/SQL Developer for data conversion from flat files to database.

Implement and adhere to data security protocols to protect sensitive financial information.

Work closely with IT security teams to ensure data confidentiality and integrity.

Collaborate with cross-functional teams, including finance, operations, and IT.

Communicate findings and recommendations to non-technical stakeholders in a clear and understandable manner.

Written various SQL queries for the data analysis and reporting purposes with the help of analytical and aggregate functions and correlated sub queries.

Provided support of ad-hoc JIRA requests and special projects as assigned directly or through Agile.

Interacted with the stakeholders to get a better understanding of client business processes and gather business requirements.

Environment: Jira, ServiceNow, SQL Server, SQL, SSIS, Tableau, Oracle, MS Office suite, Azure.

Accompanist Westminster Church Jan 2020 - Aug 2023

Provided skilled piano accompaniment for choir performances, rehearsals, and special church services, analyzing musical compositions to ensure optimal harmony and tempo, which improved the overall worship experience.

Collaborated closely with choir directors and musicians to ensure data-driven decision-making in music selection, utilizing pattern recognition and timing analysis to align with diverse repertoires and audience preferences.

Demonstrated strong sight-reading abilities, effectively analyzing and interpreting complex musical scores with limited rehearsal time, leading to more efficient and accurate performances.

Supported the musical education of choir members by offering data-backed insights on vocal techniques, timing, and harmony, enhancing the group's overall performance quality.

Contributed to the planning and execution of special events, leveraging data from past performances to optimize setlists and improve audience engagement during holiday services and community outreach programs.

Choir Accompanist South Seattle College Jan 2019 - Jan 2020

Monitored and adjusted tempo and dynamics in real-time during performances, using keen attention to detail to maintain alignment with choir timing and enhance musical expression.

Collected and analyzed feedback from choir members and directors to continuously improve rehearsal techniques and performance outcomes, contributing to a more cohesive and polished final presentation.

Managed and organized a digital library of musical scores, utilizing metadata tagging and categorization to streamline access and retrieval, improving rehearsal efficiency by 15%.

Assisted in coordinating rehearsal schedules and performance logistics, using project management skills to ensure timely preparation and execution of choir events.

Accompanist Los Angeles Korean Church June 2015 - Jan 2019

Provided piano accompaniment for the church choir and congregation, ensuring a seamless integration of music into worship services, with a focus on enhancing spiritual engagement through carefully selected musical pieces.

Analyzed and adapted musical arrangements to suit the unique cultural and stylistic preferences of the congregation, leading to more meaningful and resonant worship experiences.

Collaborated with the music director and choir members to refine musical pieces, applying pattern recognition to identify areas for improvement and achieving a higher level of performance consistency.

Maintained and updated a comprehensive database of musical scores and arrangements, implementing an efficient cataloging system that reduced retrieval time by 20%.

Utilized data from past performances to inform the selection of music for future services, optimizing song choices based on congregational feedback and participation rates.

Facilitated music education workshops for choir members, employing data-driven instructional methods to enhance vocal techniques and improve overall group harmony.

EDUCATION AND TRAINING

Master’s degree, Mongolian University of Culture and Arts

Music college in Moscow Russia

Bachelor of Arts Degree, Major Piano, Mongolia University of Culture and Arts

Languages:

English

Korean

Mongolian



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