Solution Architect
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- 81375 München
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- 31.08.2024
Kurzvorstellung
Qualifikationen
Projekt‐ & Berufserfahrung
1/2020 – offen
Tätigkeitsbeschreibung
Established a new business area - Subscriber Experience Analytics in 4G/5G Networks, leveraged my technical & business knowledge to expand company’s business opportunities. Part of this initiative formed strategic business and technical partnerships with Nokia & Cubro.
Secured R&D fundings from German state (ZIM) to realize SW tools needed for the new business area.
Leading product development for Analytics & Call Tracer SW tools, created overall concept, setting requirements, providing high-level design, data modelling, KPI definitions and algorithms development. Analytics tool provides easy insights on network/subscriber’s performance and highlighting problem areas. Call tracer tool aids engineers to efficiently troubleshoot subscriber’s issues in 4G/5G networks - accelerating root cause identification by 10 times through innovate features like automatic call scenario detection and subscriber correlation engine.
Created Analytics tool use cases – Processing and correlating data from Network probe, Radio cell trace and OSS to get E2E service performance insights via relevant KPIs – Packaged as themed use cases for 5G SA/NSA, VoNR/VoLTE/VoIP and eMBB/MBB with clear defined network optimization goals, guiding mobile operators to select use cases making most impact on enhancing customer experience and improve revenue through reduced churn rate.
Conducted several successful Call Tracer tool Proof of Concept (PoC) which led to several new business opportunities & offers to Tier-1 operators.
Organized participation at MWC24 fair, included SW demos, posters, flyers, and sales stories, resulting in several new leads.
Solution Architect at Deutsche Telekom (DTAG) - Created concepts for automating operations (DevOps) for a new cloud database - Network Data Layer (NDL) storing all subscribers & session data in the 4G/5G Core network. Developed concepts and implemented prototypes (GitLab) for:
• NDL CI/CD - SW and schema upgrades
• Front-End Application NDL Integration automation
• NDL User Management & SSO
Mobilfunknetze, DevOps, Innovationsmanagement, Product Owner, Produktdesign
5/2014 – 12/2019
Tätigkeitsbeschreibung
Pioneered and conducted VoLTE E2E network assessment and optimization projects for multiple Tier-1 operators using network probe data [DO, Empirix, EXFO, Netscout, Viavi, WNG] to identify issues, suggest improvements to enhance subscribers mobile voice call experience.
Developed CEM (Customer Experience Management) PoC using probe data, led implementation for a Japanese-owned operator, resulted in multiple Analytics software and service contracts.
Conceptualized, defined requirements and designed functionality for MBB CEM, VoLTE and 5G option 3x modules for Nokia Network Probe (DO) – Modules were deployed in live network at several operators and gave valuable insights on MBB Customer Experience, VoLTE and 5G NSA performance and aiding engineers troubleshooting subscriber’s network issues.
Invented and implemented machine learning (ML) use cases through PoCs supporting Analytics pre-sales activities. Examples of use cases - Automatic insights to identify subscribers at high risk to churn. Highlight relevant LTE Radio KPIs impacting subscriber’s user plane experience – like VoLTE speech mutes. Used ML methods: K-means clustering, Regression Trees, Time Series Analysis etc.
Invented and implemented automation frame work on Nokia AVA (Spark based platform) to automatically calculate SIP KPIs from pcap files.
Guided NPO engineers with definition of subscriber service impacting KPIs from EPC & IMS serving as input to an operator’s SOC platform.
Member of Automation team responsible for Digital BI stream – identified and promoted Analytics opportunities for a green field mobile operator in Japan.
Created training material and conducted EPC and IMS training for engineers.
Apache Spark, SQL, VoIP, Mobilfunknetze, Proof of Concept (POC)
9/2009 – 5/2014
Tätigkeitsbeschreibung
Setup and led One-NDS (Highly scalable Directory Server) Multi-Application System Test, oversaw subscriber profile provisioning (PGW – SPML/LDAP) and Front-End (FE) Application testing for HLR, HSS, AAA, MNP and EIR targeting to find interoperability issues for provisioning and FE traffic.
Defined and implemented test automation framework using ROBOT and Selenium achieved nearly 100% test case automation.
Introduced Multi-Application Extension Package Stream concept, increased quality and efficiency of FE Application integration with One-NDS in live network deployments.
Defined robustness test strategy for One-NDS as part of a robustness program to ensure 99.999% One-NDS service availability.
Conducted multiple One-NDS PoCs and technical workshops with Tier-1 operators supporting RFP activities and to demonstrate robustness of One-NDS.
Developed various One-NDS utilities, such as automated verification of deployed settings with TPD.
Test Automation, Test Management
3/2008 – 9/2009
Tätigkeitsbeschreibung
Assignments:
• Huawei Sweden AB – 1 year
Strategic Product Manager EMEA
Responsible area: Unified Subscriber Centre (USC/HLR/HSS)
Meeting with customers to gather market requirements; Provide input to product roadmaps through market requirement documents. Job tasks included supporting account management in different EMEA countries to promote Huawei’s USC solution through workshops and presentations to operators. Provided technical support in RFQ/RFO clarification meetings. Other tasks included writing marketing materials such as white papers and industry trend reports.
• Scania AB – 1 month
Testing and writing test utilities for a new ordering system written in C# and .NET
• Ericsson AB – 4 months
IPTV Technical coordinator and Technical interface to 3rd party supplier of middleware and streaming server. Fault reporting and follow-ups plus requirements of new functionality, for example middleware support of Oracle RAC as BE database. Oracle RAC integration and support to end customer; other tasks was stability and capacity testing of the middleware with different BE databases, e.g. Oracle RAC and MySQL.
Performed a technical pre-study of a new alternative streaming servers and review of different streaming server proposals.
• Eniro 118 118 AB – 3 weeks
A pre-study of a new SMS platform; analysis of the existing SMS platform architecture the result was a proposal of a new simplified JEE architecture with API to a new data source. Recommendation of MVC framework implementations and proposal of which JEE open source products to use.
Mysql, Oracle Rac, SQL, J2EE, Produktmanagement
6/2007 – 3/2008
Tätigkeitsbeschreibung
• Architectural and system design for Subscriber Profile Store (SPS) onsite at Sprint, Reston USA, +30 Million subscribers consolidation project based on One-NDS. A partner project with Nokia Siemens Networks.
• System capacity dimensioning.
• LDAP schema design (data modeling) for consolidated applications, including One-NDS (Network Directory Server) advanced schema design techniques like application specific views such as adaptive naming and variants, consolidated applications included AAA, HSS and location based services.
• Defining new functionality needed to be implemented in the One-NDS by development for successful progress of project.
• Design of subscriber migration concept from SUN DS to Apertio One-NDS.
• Design of parallel provision concept to MAG6 directory server.
• Design of nomadic subscriber concept.
4G (Telecommunication), Sun Java System Directory Server
7/2005 – 6/2007
Tätigkeitsbeschreibung
• On site One-NDS integration and system test support at Siemens in Munich
• Primary technical integration/test and application design support interface
• Siemens HLR (C-NTDB) and One-NDS (Directory Server and PGW DSA) system integration support.
• Development of dual primary reconciliation concept (reconcile divergent data between servers).
• Script development in bash (One-NDS automatic upgrade, dual primary reconciliation).
• Test case definition.
• Trouble shooting and fault analysis; Fault reproduction and bug reporting.
• System acceptance preparation and execution for end customer (T-mobile) for redundancy, availability and performance.
• Design support for Siemens LDAP proxy.
• Performance test cases; definition, development, analysis and conclusion.
• SLAMD (Performance test tool) job class development in java.
• Linux optimization and tuning for One-NDS.
• Linux TCP/IP tunings for security and link latency.
4G (Telecommunication), Continuous Integration, OpenSuse, TCP / IP
10/2001 – 7/2005
Tätigkeitsbeschreibung
• Providing technical support for SUN ONE products and resolving complex product failures. (Level 4/5 technical customer support).
• Working at the source-code level developing bug fixes, product enhancements (C/C++/Java) and workarounds for following products:
• SUN ONE Directory Proxy Server 5.x
• SUN ONE Directory Server 5.x
• SUN ONE Web Proxy Server 3.x
• Main sustaining engineer for SUN ONE Directory Proxy Server 5.x
• Technical expert for Directory and Web Proxy Server knowledge base.
• Resolved numerous critical bugs and issues in production environments.
• Developed new features and improved existing functionality helping customers to achieve optimal deployments.
• Designed several LDAP and SSL test utilities in java for bug reproduction and testing.
• Created VMware test and build environment for Red Hat Enterprise Linux and Windows 2000, this insured quality and shortened the time for test case reproduction.
• Designed training courses and educated worldwide product technical support and QA staff.
• Development of automatic bug test suites in KSH for SUN ONE Directory Server 5.x.
• Responsible and co-coordinator of the Directory Server 5.1 SP2 HF1 and HF2 releases including regression and non-regression testing using automated test-suite for 5 different platforms.
• Development of a multi-threaded GUI LDAP client with SSL capabilities. Written in C and TCL/TK, improved setup time for certain bug reproduction scenarios.
• Regression and Non-Regression testing of iPlanet Web proxy 3.6 SP1 on Solaris and HP-UX using manual and automated test-suites.
• Performance testing and analyzing of iPlanet web proxy 3.6 vs. 3.6 SP1.
C, Hypertext Transfer Protocols (HTTP), Java (allg.), Transport Layer Security, Sun Java System Directory Server
3/2000 – 8/2001
Tätigkeitsbeschreibung
• Customer support in system performance and network planning issues for all J-phone operators.
• Team leader/sub-project manager for the PDC (CMS 30) and PPDC (PDC version of GPRS) system performance group.
• Modeling/simulation in OPNET (C/C++) of paging improvement mechanisms. Validated and updated existing dimensioning guidelines of the paging buffers. Suggested improvements of paging handling in the MSC node.
• Specified requirements and performed system and radio performance measurements in the J-phone operator’s live PDC network before after SW/HW upgrade.
Specified requirements for MSC and HLR characteristics measurements for a new HW/SW release in CMS 30 test plant. Assisted system verification team with the measurement; Analysis and conclusion of the measurements result.
• Development of an alternative method to measure Central Processor load in the test plant.
• Master’s thesis supervisor. Thesis work was to validate a mobile network traffic load regulation (algorithm developed and patented by me, ref WO03047229) and to propose improvements based on modeling and simulations in Matlab.
• Designed dimensioning guidelines for the MSC group switch impact of PPDC.
• Technical investigation of High Speed Signaling Link charging methods.
• Assisting customer and product management with general PPDC HW dimensioning and NW design issues.
• Assisting the IP backbone NW design team to configure/validate customers PPDC IP NW design. Including IP address plan, Ethernet-switches, routers, OSPF areas and WAN configurations.
C, C++, 4G (Telecommunication), GSM/GPRS, Netzwerkarchitektur, Telekommunikation / Netzwerke (allg.)
1/1999 – 6/1999
Tätigkeitsbeschreibung
• Development of laboratory tasks and examination questions in the course Data communication, 4 credits for last year B.Sc. students.
• Assisting students during laboratory tasks with the simulator tool OPNET.
Note: This was a part time job in addition to my full time position at Ericsson Radio System AB.
C, Data Science, Netzwerkarchitektur
12/1997 – 3/2000
Tätigkeitsbeschreibung
• Total system characteristics responsible for a new release of HW and SW in PDC mobile telephony systems (CMS 30).
• Technical investigations regarding estimated impact on Central Processor load, CCS-7 signaling, Memory utilization, IOG load, max number of cells connected to MSC etc.
• Specified requirements for characteristic measurements in CMS 30 test plant. Assisting system verification team with the measurements. Analysis and conclusion of the measurement results.
• Development of a Central Processor execution time analyzing tool (nawk and shell script) which was a simplified and quicker method to analyze characteristic measurements log files.
• ACC (Automatic Congestion Control) modeling/simulations in OPNET (C/C++) for the CMS 30 system. Conclusion included best restriction method (Network Management response program) for different characteristics of incoming traffics.
• Mobile switching network planning with help of TEMS modeler (Mobile Network planning simulator) for one of the biggest J-phone operators in Japan. Outcome was three-year recommendation plan for the number of MSC nodes, voice trunks and CCS-7 links needed together with a new flexible and expandable network topology.
• Periodic Location Registration Load regulation and capacity modeling/simulations in OPNET (C/C++) for the CMS 30 system. Conclusion included benefits and drawbacks if activated in the live networks MSCs.
• Radio Network Access Load regulation measurements in CMS 30 test plant/Live network, analyzing of log-files. Conclusion included optimizations of load regulation algorithm parameters.
• Development of Radio Network Access Load regulation data analyzing tool in Visual Basic.
4G (Telecommunication), Systems Simulation
Ausbildung
Sundsvall, Schweden
Weitere Kenntnisse
Analytics
Machine Learning [ML]
Network Probes
SQL/noSQL/LDAP
Distributed data stores
DevOps
Automation
System Test
SW Architecture
Data modelling
Programming [R, python]
NFV
OpenStack
Dockers/Kubernetes
Kafka
Linux
Persönliche Daten
- Schwedisch (Muttersprache)
- Englisch (Fließend)
- Deutsch (Fließend)
- Französisch (Gut)
- Europäische Union
- Schweiz
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