● Employed Grafana, Tableau, and in-house data visualization tooling for comprehensive visualization and analysis of system performance metrics. Applied Python libraries (Pandas, Matplotlib) and JupyterLab notebooks for in-depth data cleaning, transformation, and reporting.● Led tech refresh initiatives and managed migration projects, including Python3 migration, Linux operating system upgrades, and creation of technical policy directives, and integration of new technologies. Conducted cross-functional team Post-Mortem incident analysis, timeline coordination, and action item assignment via Google Docs, JIRA, and Confluence Wiki.● Used Google Sheets to execute extensive log analysis, event correlation, and regression analysis for capacity planning and troubleshooting, resulting in improved deployment success rates and system efficiency to targeted 98% deployment reliability rate.● Support, optimization, and non-procedural troubleshooting of LinkedIn's internal cloud deployment infrastructure, collaboration with engineering teams on scalable architecture designs, operational automation workflows using internal deployment tooling, Git, GitHub, Python, R programming language, and Airflow, and system health monitoring with internal dashboarding tools utilizing RRDTool.● Led tech refresh initiatives and managed migration projects, including Python3 migration, Linux operating system upgrades, and creation of technical policy directives, and integration of new technologies. Conducted cross-functional team Post-Mortem incident analysis, timeline coordination, and action item assignment via Google Docs, JIRA, and Confluence Wiki.

● Consulted University departmental clients, in conjunction with team content strategist, to make data-driven web publishing content decisions and design alterations based on Urchin Web Analytics data.● Applied web optimization techniques comprising mod_gzip compression and far-future Expires headers, reducing initial page weights by 25% and page weights by up to 98%.● Provided generalized support for mission-critical academic business functions, including enrollment, talent management, learning and development, class scheduling. ● Managed production support for 15 Cascade Server CMS nodes, Google Search Appliance, internal web-publishing system, and web-based campus alerting.

● http://deepershades.net/dsoh-shows/dsoh-415-guestmix-by-ryzor-liquideep.html● Independent deep house record label. Produced show #415. First hour mixed & presented by Lars Behrenroth. Second hour exclusive guest mix by RYZOR (Liquideep, South Africa)

● Managed and analyzed data from RedHat 9.0 Linux file servers, providing Samba file shares and SSH remote access for over 40 users, ensuring data integrity and access.● Administered and analyzed performance metrics for 25 virtually hosted academic websites using Mac OS X Server Admin, enhancing website stability and user experience.● Implemented weekly automated backups for 30 MySQL databases using cron and stunnel, ensuring data security and recoverability.

● Designed and executed intricate SQL queries on the INGRES database system to power a bespoke asset management system, ensuring precise data retrieval and reporting.● Authored and maintained detailed web-based documentation for optimal utilization of database applications, facilitating streamlined processes and user understanding.

● Responsible for providing prompt and accurate technical support to faculty, staff, and student users in heterogeneous computing laboratory environments. Trained fellow computing lab personnel in software application support, problem reporting procedures, and periodic laboratory maintenance tasks. Assisted undergraduate end-user community through direct instruction, use of printed and online reference materials, and consultation with coworkers.● Awarded Computer Consultant of the Month award for assist University staff member with performing complex word processing task after normal working hours.