Alper AYDIN

Data Quality Manager & Data Scientist
Alper AYDIN

I have no special talent. I am only passionately curious.

Albert Einstein

EXPERIENCE

Data Quality Manager

Akbank T.A.Ş.

İstanbul, Turkey

2018/01 - Present

  • Data Quality for AI & ML
  • Customer review analysis using NLP
  • Anomaly detection for Data Quality
  • Data Quality visualization
  • Root Cause analysis using Clustering and Decision Trees

SME Sales and Maketing Analytics Manager

Akbank T.A.Ş.

İstanbul, Turkey

2012/11 - 2018/01

  • Next product to buy modeling
  • Customer churn modeling
  • Customer visit optimization using geocoding
  • Credit approvement process design
  • Norm optimization and demand forecasting
  • Target optimization using time series and seasonality
  • SME Sales and Analytics Portal full stack development
  • 3rd party data entegration (BKM, GIB)
  • ETL and Dashboard design
  • Price optimization, simulation application

Operations Management Manager

Akbank T.A.Ş.

Istanbul, Turkey

2008/04 - 2012/11

  • Operations and Sales Coaching
  • Norm optimization and demand forecasting
  • Analytical reporting and visualization development
  • Gamification design for teller sales

Earlier

Akbank T.A.Ş.

Antalya, Turkey

2004/04 - 2008/04

  • Teller, 2004-2005
  • Administrative officer, 2005-2008

EDUCATION

MSc in Data Analytics

Sabanci Univ.,
Istanbul, Turkey

2018 - 2019

3.85

Projects:
  • Text Mining
  • Time Series Analysis
  • Credit Default Prediction
  • Image Processing
  • Spam Classification
  • Optimization
  • Big Data Querying
  • AI Blocks Solver

MSc in Informatics

O.D.T.U.
Ankara, Turkey

2010 - 2012

3.50

Projects:
  • Data Mining
  • Predictive Analysis
  • Multithread File Transfer
  • Text Mining

BA in Management

Akdeniz Unv
Antalya, Turkey

1996 - 2002

3.05

  • Financial Accounting
  • Investment Project Analysis
  • Economy and Management
  • Statistics

TIMELINE

SKILLS

Python C# R SQL Tensorflow SkLearn Keras   Pandas Network Analysis Web Crawling Data Visualization HTML CSS LSTM RNN REST Dashboard Data Quality Data Governance

CERTIFICATES

  • Python for Data Science (3390986)DataCampJuly 2018
  • Neural Networks and Deep Learning (KSCG4P9V7FJT)CourseraJuly 2018
  • Big Data Analytics and Finance Sector Bilge Adam AcademyDec 2016
  • R Programming (9CVXE4Y7TX) CourseraAug 2015
  • Data Science Toolkit (VFVUCY5DAA) CourseraJuly 2015
  • SAS Querying and ReportingSAS TurkeyJuly 2014

HOBBIES

Piano Guitar Photography Microcontrolers