Data Strategy Consultant
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- 61118 Bad Vilbel
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- en | he | de
- 30.09.2024
Kurzvorstellung
Qualifikationen
Projekt‐ & Berufserfahrung
7/2023 – offen
Tätigkeitsbeschreibung
Working on Azure to create a data strategy plan and implement data analytics and reporting for a Fintech building a payments app in Germany.
Have integrated and designed the mobile event tracking plan for the the app using Amplitude.
Amazon Web Services (AWS), Databricks, Data Mining, Microsoft Azure, Python
11/2019 – 6/2023
Tätigkeitsbeschreibung
● Established the data strategy and culture for the Data Team and across the organization and defined the Data Architecture, Tech Stack, team capabilities and responsibilities.
● Defined, designed and oversaw the implementation of the Data Architecture and workflow for management reporting, and for analytics across the company – AWS, Terraform, Airflow, dbt, Fivetran, Snowflake and Tableau, SQL
● Designed and developed a complex data model in SQL
that addressed key operational business questions across
the organization
● Initiated a blueprint of the main Data Quality issues identified within Product and drew up guidelines and solutions to upkeep quality for data across the organization
● Developed, maintained and optimized ETL/ETL processes
and data pipelines to provide timely and accurate reports
● Designed, developed an event-based data model to
empower the business to understand customer journey,
user acquisition, engagement and more
● Mentoring and up-skilling individuals within and outside
the Data Team, contributing to continuous improvement
of data practices and knowledge across the company
Tool-kit: AWS, Snowflake, dbt-labs, Apache Airflow, Tableau, Python, Git, Alteryx, SQL
Amazon Web Services (AWS), Data Warehousing, Python, Snowflake
11/2016 – 6/2019
Tätigkeitsbeschreibung
● Spearheaded the automation of Management Reporting across the company in order to empower stakeholders to manage operations concurrently
● Designed and developed the technical and business- related End-to-End process of Invoicing - using Restful API, Git, Python and Jenkins.
● Continuous improvement of Data Quality via collaboration with Product Owners – defining metrics to measure and monitor DQ and provide guidance on how to reduce identified issues
● Led an AML Project aimed for identifying suspicious transactions through automation of specialized reporting - from concept to technical implementation
● Designed and developed the technical and business- related End-to-End process of invoicing partners.
Tool-kit: AWS, PostgreSQL, Jenkins, Sisense, Tableau, Python, Git, SQL
Amazon Web Services (AWS), Jenkins, Postgresql, Python, SQL, Tableau
5/2016 – 8/2016
TätigkeitsbeschreibungDeveloped and defined KPIs and dashboards to monitor customer growth. Created Python scripts to automate customer performance reports for using Python, SQL and Jenkins. Analyzed customer purchase behavior by conducting a Market Basket Analysis in R.
Eingesetzte QualifikationenBusiness Intelligence (BI), Power Bi, Postgresql, Python, R (Programmiersprache), SQL
10/2015 – 3/2016
TätigkeitsbeschreibungResearched how and if Machine Learning could optimize the detection and classification of fraudulent documents through Text Mining. Developed a 'Proof of Concept' using a variety of Machine Learning models (using Python and Scikit-Learn) to analyze e-mails using Natural Language Processing (NLP) technique to derive whether a classification for these documents.
Eingesetzte QualifikationenMaschinelles Lernen
5/2013 – 8/2023
TätigkeitsbeschreibungLed the development of the financial model for a media venture. Including Waterfall, Feasibility Test, Market Entry Strategy, revenue projections with scenarios, Profitability Analysis. Skills: Data Processing, MS Excel, Financial modeling, communication
Eingesetzte QualifikationenFinanzierungsmodelle, Microsoft Excel
8/2011 – 9/2012
Tätigkeitsbeschreibung
Developed and maintained financial models of infrastructure, energy and desalination plants, transportation (BOT). Additionally, preformed model auditing for Infrastructure Projects for banks and financial institutions.
Skills: MS Excel, Financial modeling, risk management
Finanzanalyse, Finanzierungsmodelle, Kommunikation (allg.), Microsoft Excel
6/2007 – 10/2008
TätigkeitsbeschreibungModelled Regular Expressions for clients in order to improve security. Analyzed HTTP Request logs for malicious attack and attempts. Knowledge of SQL Injection, XSS, Path Traversal and more
Eingesetzte QualifikationenData Mining
5/2006 – 8/2007
TätigkeitsbeschreibungIT Security Analyst of fraudulent activity in the Banking and Credit Card Industries. Monitored suspicious activity, detecting and investigating Phishing attacks against customers of financial institutions and credit-card companies.
Eingesetzte QualifikationenData Mining
12/2002 – 12/2005
TätigkeitsbeschreibungAn Information Systems Technical specialist. Unit leader, emergency outbreak response team. Consultant to a wide range of stakeholders for information systems - debug and fix/troubleshooting issues with critical operational systems and software.
Eingesetzte QualifikationenIT-Techniker (allg.), IT Service Management (ITSM), Linux (Kernel)
Zertifikate
Amazon Web Services
DataTalks.Club
Ausbildung
Hochschule Wirtschaft und Recht Berlin
found in education place 0 found in education plac
Interdisciplinary School Herzliya
Israel
Über mich
I am proficient in instilling a strong Data Culture, Data Literacy program, in increasing automation capabilities and improving operational performance of a firm using data.
I possess strong technical skills and I am an avid business professional rooted in his love of numbers and of making sense of data.
I've designed, developed and orchestrated the infrastructure for several Fintechs - pushing forward a data driven culture, modernization of the data infrastructure and tech stack and creating a scalable and future proof architecture.
I deliver results on-time and more importantly results that matter and that bring the highest value.
Weitere Kenntnisse
Persönliche Daten
- Englisch (Muttersprache)
- Hebräisch (Muttersprache)
- Deutsch (Gut)
- Europäische Union
- Schweiz
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