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Hi there 👋 I'm Semih Desticioglu 👨‍💻

Senior Datawarehouse Analyst with Data Analytics Master Degree, from Istanbul/Turkey.

I'm an experienced Senior Datawarehouse Analyst with Data Analytics Master Degree. Currently working as a Senior Data Analyst in Turkcell at AI and Business Intelligence team. I have experience as a data analytics projects business owner and as a sales analytics specialist. Also have experience in technology retail for 5 years, 1.5 years of it as planning team head.

I completed my master's degree in Data Analytics at Sabanci University in 2020 and also wrote data analytics content for the Analytics Vidyha Medium blog page and H20.ai.  You can see reach these articles on my portfolio website.

Portfolio: http://www.semihdesticioglu.com

Medium Articles: https://semihdesticioglu.medium.com/

H2O.ai Articles: https://h2o.ai/blog/how-to-create-your-spotify-eda-app-with-h2o-wave/

GitHub: https://github.com/semihdesticioglu

Skills:

  • Programming: Python (Pandas, Sci-kit-learn, PySpark, Kafka Python Driver), SQL, PL/SQL, NoSQL
  • Data Engineering: Data Modeling, Database Design & Management, ETL, Hadoop HDFS, Hadoop YARN, Hadoop MapReduce, Hive, Sqoop, Kafka, Delta Lake, Airflow, Spark
  • Data Visualization: Matplotlib, Microstrategy, Tableau
  • Databases: Oracle, BigQuery, Firebase, Elasticsearch, Cassandra, MongoDB
  • Cloud Services: AWS, Google Cloud, Heroku, IBM Cloud, H20.ai
  • Web Scraping: Selenium, Beautiful Soup, Scrapy
  • Containerization: Docker, Kubernetes
  • Linux Basic and Bash Scripting
  • Web/App Development: Flask, HTML, CSS, FlutterFlow
  • Modelling: Supervised & Unsupervised Learning, Time Series Forecasting, Neural Networks, Deep Learning

Click Links Below To Reach Me

           

Semih Desticioğlu's Projects

airbnb_istanbul icon airbnb_istanbul

Explaratory Data Analysis of Airbnb Istanbul data with maps, visuals and ANOVA tests.

covid19-dashboard-turkey icon covid19-dashboard-turkey

I created a dashboard website to visualize COVID 19 data of Turkey. It is built using Python's Flask Web Framework and deployed on Heroku cloud.

distributions-semihdesticioglu-0.1 icon distributions-semihdesticioglu-0.1

Creating a new python package that helps to calculate basic Gaussian and Binomial Distributions functionalities. Uploaded and ready to use on PyPi.

musicappchurnprediction icon musicappchurnprediction

A churn prediction model for a music app: Sparkify. It is built with Spark using IBM Cloud Pak. Pyspark is used for reaching Spark & Hadoop.

real-time-iot-sensor-data-dashboard icon real-time-iot-sensor-data-dashboard

Processing data with PySpark, Sending data to Apacha Kafka, Producing Streaming data from Kafka-Producers, Consuming data with Spark-Streaming and writing it to ElasticSearch. Realtime data visualisation on Kibana.

salesforecasting icon salesforecasting

Sales Forecasting with Time Series Analysis by using ARIMA and SARIMAX.

spotifywaveapp icon spotifywaveapp

A H2O Wave App with Spotify data. You can upload your Spotify history data and create a visual analysis for it insantly!

t-ai-vision-challenge icon t-ai-vision-challenge

This is my winning project in Turkcell AI Vision Challenge competition that was held in my company. Out of 120 project, it is awarded as 1st. I created a CNN algorithm in pytorch library and used Resnet-18 model with transfer learning.

twitter-nlp-classifier icon twitter-nlp-classifier

This project aims building a Natural Language Processing (NLP) model to categorize messages for possible disaster events that could happen in future. It is created as a part of Udacity Data Scientist Nanodegree Program.

webscrapingproject icon webscrapingproject

Web Scraping of Product prices' from Amazon & MediaMarkt websites by using BeatifulSoup and Selenium libraries.

worldtrendapp icon worldtrendapp

A no-code mobile app for discovering trending songs, TV series, movies, searches, and tweets based on country.

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