Tifa K.

Senior Principal Data & Analytics Consultant

Munich, Germany

Experience

Dec 2024 - Present
1 year
Munich, Germany

Senior Principal Data & Analytics Consultant

Keskes Consulting

  • Data Strategy & Advisory: Define data roadmaps and align analytics initiatives with business objectives to maximize impact.
  • Full-Stack Analytics Implementation: Build scalable data pipelines and machine learning models using Python, R, SQL, and cloud platforms (AWS, GCP, Azure).
  • Cross-Functional Leadership: Serve as the key liaison between technical teams and business stakeholders, ensuring project success and a data-driven culture.
  • Business Intelligence & Visualization: Design intuitive dashboards and reports in Tableau, Power BI, and Looker to deliver actionable insights across the organization.
  • Predictive Modeling & AI: Develop and deploy models for forecasting, customer segmentation, and recommendation systems that drive measurable business results.
  • Data Literacy & Enablement: Coach technical and non-technical teams to translate data into strategic decisions and long-term value.
Aug 2023 - Dec 2024
1 year 5 months
Munich, Germany

Senior Principal Data Analyst

Ingram Micro

  • Building KPIs and business metrics upon the data extracted from GCP data lakes, with the use of Python, R, SQL, and presenting the results in PowerBI.
  • Using Neo4j to convert a tabular database into graphical in order to optimize it for the AI based purchase recommender system.
  • Communicating with stakeholders and executives on improving current data processes and suggesting new data strategies.
  • Collaborating with our global team in the USA, Canada, and UK to build analytics solutions.
  • Being the point of translation between tech and business in order to assist the management in understanding the current progress in different analytics projects.
Oct 2021 - Jul 2023
1 year 10 months
Munich, Germany

Senior Data Scientist

Temedica GmbH

I built an entire business intelligence system from scratch. This allowed me to provide information from medical and business data to internal stakeholders as well as external pharmaceutical clients. I also co-authored scientific papers with the medical team, one of which was published in the SAGE Journal of Women's Health.

  • Establishing and implementing company-wide data reporting standards for B2C.
  • Approving and building the correct KPIs for everyone from C-Level to product owners and marketing managers.
  • Coordinating with app developers, product teams, and infrastructure teams to ensure standardized and comparable data structure among different products.
  • Using Python, R, and pSQL to develop a full pipeline that processes raw data from NoSQL database and converts it into KPI's and machine learning models, where results are displayed on Tableau.
  • Automating the processes with Docker, as well as AWS EC2 Linux image when required.
  • Preparing and holding two major data literacy and Tableau training sessions per quarter.
Jun 2021 - Present
4 years 6 months
Munich, Germany

Data Science Teacher and Career Mentor

ReDI School of Digital Integration

Mar 2020 - Sep 2021
1 year 7 months
Munich, Germany

Data Scientist

Temedica GmbH

I built an entire business intelligence system from scratch. This allowed me to provide information from medical and business data to internal stakeholders as well as external pharmaceutical clients. I also co-authored scientific papers with the medical team, one of which was published in the SAGE Journal of Women's Health.

  • Establishing and implementing company-wide data reporting standards for B2C.
  • Approving and building the correct KPIs for everyone from C-Level to product owners and marketing managers.
  • Coordinating with app developers, product teams, and infrastructure teams to ensure standardized and comparable data structure among different products.
  • Using Python, R, and pSQL to develop a full pipeline that processes raw data from NoSQL database and converts it into KPI's and machine learning models, where results are displayed on Tableau.
  • Automating the processes with Docker, as well as AWS EC2 Linux image when required.
  • Preparing and holding two major data literacy and Tableau training sessions per quarter.
Jan 2020 - Present
5 years 11 months
Munich, Germany

Career Mentor

Technical University of Munich

Apr 2018 - Nov 2019
1 year 8 months
Munich, Germany

Data Scientist

Microsoft/Creakom GmbH

I worked fully with Microsoft as an external data scientist, where I supervised and developed statistical prediction models for marketing and sales managers, including but not limited to:

  • Customer Churn Prediction: Building a model that assesses each customer individually and predicts whether a customer will be lost within the next period.
  • Targeted Marketing Campaigns: Detecting which customers are most fit to be targeted with a specific product in future campaigns.
  • Time Series Analysis: Helping managers detect anomalies and understand trends and seasonality in the sales data.
Apr 2017 - Sep 2017
6 months
Munich, Germany

Data Scientist

Bayerische Landesanstalt für Landwirtschaft

I built a machine learning solution for farmers to predict the energy consumption of cattle farms:

  • Coworking in a large data collection project.
  • The solution was developed based on about 30 million data points, collected through IoT devices from 16 farms.
  • The accuracy of the prediction ranged from 75 to 99 percent.
Feb 2017 - Apr 2017
3 months
Munich, Germany

Software QA Tester

Volunteer Vision

  • Used Browserstack to automate online platform testing and prepared requirement documents.
Jun 2015 - Jul 2015
2 months

Translator

United Nations Volunteers

Jul 2014 - Aug 2014
2 months

Translator

United Nations Volunteers

Summary

Data & Analytics Consultant with expertise in Python, R, SQL, BI tools, and cloud platforms (AWS, GCP, Azure).

Proven track record in full-cycle analytics, predictive modeling, and cross-functional leadership.

Delivering actionable insights for business success.

Languages

English
Native
German
Advanced
Japanese
Elementary
Chinese
Elementary

Education

Oct 2015 - Oct 2017

Technical University of Munich

M.Sc · Sustainable Resource Management · Munich, Germany

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