- Built and deployed a text classification model to automate classification of customer feedback in multiple languages.- Topic modeling to explore newly emerging patterns in a large text corpus.- Data aggregation & ETL to build a customer journey mapping from transactional source.

• Usage Data Instrumentation Assessment Projecto standardized cross product analytics for over 150 differento design and deliver end to end framework for assessing the quality of ingested raw data by department, product group, product, releases. • Cloud cost reporting (AWS)o Autodesk is one of the leading software company that serves its customers through cloud based applications.o The project deals with management, optimization, and prediction of cloud costo DBR to CUR migration• Product stability metrics improvemento stability of software is one of the most important metric for any commercial software. I designed and implemented a new data engineering model of capturing more accurate usage stability metrics which now supports stability metrics for all Autodesk products• Entitlement Master (Cloud Subscription)o Built cloud subscription portion of entitlement system based on and in alignment with traditional entitlement model.• Representing Autodesk at External conference (Qubole Conference, Phoenix)o spoke about Autodesk Data Engineering practices for product usage data instrumentation assessment framework which I created working prototype for. o https://www.dataplatforms.com/schedule/?id=1473

Business Intelligence : Qlikview Dashboard Development • Autodesk Data Platform Dashboard (Product Data Ingestion) - Performed data profiling, modeling, and preparing BI consumable dataset with product usage data ingested by both old and new version of SDKs in order to visualize successful implementation of new ingestion pattern and new company data platform of which the new ingestion is run - Prototyped visualization for product usage data with Qlikview and Python Pandas and curated dataset by Denodo Rest API which is currently presented on company’s central data community website • Customer Data Enrichment Dashboard - Collaborated with enrichment team to plan, design, and implement customer data enrichment dashboard. - Automated enrichment calculation customer data and enrichment rate trend over time comparison

[Corporate Hierarchy Management] • Delivered 4000+ corporate hierarchies consumed internally by multiple departments for FY17 • Performed customer data analysis to support large revenue opportunities (targeting 4000+ major international firms including affiliates) pursued by Enterprise sales (targeted industries, territories, and end customers) • Assisted management of over 20 offshore resources via weekly conference calls as well as coordinating tasks, aligning deadlines, developing methods to improve current process, and providing quality assurance. • Developed critical KPIs to facilitate strategic project management - Quantified performance of hierarchy building process through Qlikview dashboard (source data from Sharepoint), allowing in-house management to make reasonable business predictions. - Provided practical feedback based on changes in efficiency observed by the automated reporting. • Streamlined hierarchy building process leading to an improvement in performance of offshore resources and onsite employee time management - Automated multiple weekly data quality maintenance report generation by connecting database and BI tool - Cooperated with IT Team in order to provide optimal connection through ECS server to offshore team. • Created Hierarchy Data Profile dashboard for efficient communication with data customers - The Qlikview dashboard helps monitor current hierarchy data profile and comparison between static and fluid version which represents continuous maintenance effort of hierarchy team

• Conducted simultaneous interpretation of sermon from Korean to English for English speakers• Interpreted before 2000+ people including 30+ Chiefs of National Police Agency of Association ofInternational Police

• Served as a sergeant leading both US and Republic of Korea’s enlisted soldiers• Collaborated with US soldiers to teach English to underprivileged students in the local community• Earned the Certificate of Appreciation from the US Army• Translated official military documents between the Republic of Korea army and US Army• Conducted simultaneous interpretation between Republic of Korea and US Army commanding officersAs an IT specialist, I primarily managed the installation, operation, and maintenance of the joint network nodes, command post nodes with Warrant Officer and was responsible for managing hardware, distributing software for computers, and ensuring security system. In addition, our team supported to administer Microsoft Sharepoint website of Eighth Army by troubleshooting technical issues and managing permission rights of officers in subordinate units and created web applications such as automated trouble ticket work flow and color-coded calendars using Javascript and HTML DOM elements of Sharepoint

• Recorded minutes of conferences and produced a final report of the conference• Conducted simultaneous interpretation between English and Korean during the UNESCO conference• Coordinated transportation schedules and accommodation for participants from overseas

• Organized and coordinated the NEAN global student discussion forum for 6 months • Raised $50,000 for the conference from corporate support and entry fee.• Conducted selection, invitation, and hosting of 150+ International students from top universities from Asia• Coordinated and invited renowned government officials and industry experts from the energy sector• Newly founded renewable energy section of the conference and led it success with highest satisfaction rating from participants among all the other sub sections of the conference