Bilal Latif Ozdemir

Izmir, Turkey bilative@outlook.com

Hi,
I'm a full stack data guy, educator, continuous learner and problem solver.

If you need help or have something to talk with me about anything, dont hesitate to contact me.

Projects

Sentiment Analysis on DJANGO

project-page

I made this project to combine multiple concepts and warm up with Django. In this project:

  • I used comments about the movies and applied pretrained model on it,
  • Preprocessing steps and prediction part were put in Flask Rest API,
  • Gathered header photos of the movies with Web Scraping,
  • Created basic movie commenting website with Django,
    • Includes pages like: See comments / See and Filter Movies / Add Comment
    • New Added comments sends to Flask - Rest API to predict sentiment and result and the comment adds to database,
    • New comments displays with the sentiment emojies. (like 🙂 and 😤).

Hobby Project

End to End Data Science Project

project-page

I combined multiple concepts into an application with this project.
Used concepts in this project are:

  • Web Scraping,
  • Data Analyzing,
  • Storing in DB,
  • Rest API,
  • Interactive Dashboard,
  • Prediction Interface,
  • Deploying By Cloud,
Technologies that I used in this project were Python, Docker, Linux Cloud Machine. I made this application less than 2 days at weekend.

Hobby Project

Book Store Db and User Interface

project-page

Actually this was my homework project on Master Program. I made this app for Database Management Course.

Hobby Project

Experience

Senior Data Analyst

Hepsiburada
• Analyzing, Improving KPIs' of newly onboarded SKUs and finding new KPIs to improve product.
 #Python #SQL #GCP #Hadoop
• To apply necessary E-Commerce-specific data analysis methods.
 #CR #CTR #A/BTesting #FunnelAnalysis #Python #BigQuery
• Creating the data model of newly created pages/features.
 #DataModeling
• Providing data flow on different platforms, performing analysis of required KPIs and automating SQL Queries, data visualizations/dashboards. Creating a cost-efficient and performance efficient structure by writing optimized queries and creating incremental structures.
 #SQL #Bigquery #Hadoop #Hive #Elasticsearch #Kibana #Python #Incremental
December 2021 - Present

Data Scientist

Wiser Tech Innovation and Technology Investments Inc.
• Developing predictive maintenance and anomaly detection algorithms with the IoT sensor data from the machines in the R&D Process. (I have 1 Patent Application about Anomaly detection.)
 #AnomalyDetection #PredictiveMaintanence #Statistics #Patent

• Developing and deploying applications fed by ml algorithms to the network.
 #Docker #Linux #Python #Dash #Plotly

• Building Rest API s for the machine learning models and some other applications.
 #Flask #Python #Docker #ML

• Creating interactive dashboards and web applications.
 #DataVisualization #Python #Dash

• Writing necessary queries with SQL, creating tables for ml model backups and updates.
 #MsSQL #PosgreSQL #MongoDB
October 2020 - December 2021

Finance Intern

Hugo Boss

It was an experience where I observed the applications of finance and statistics together, learned and discovered how to use my competencies. I have benefited from an intersection of these two fields by performing statistical tests and statistical analysis.

August 2018 - September 2018

Education

Dokuz Eylul University

Bachelor of Science
Statistics - Faculty of Science
September 2014 - June 2019

Skills

Programming Languages & Tools
Workflow
  • Data Science
  • Statistics
    • Analysis
    • Tests
  • Data Visualization
  • Image Processing
  • Deep Learning
  • SQL (SQL Server, Postgres, Oracle)
  • NoSQL (MongoDB, Cassandra)
  • Web Scraping
  • Python, R, Docker, Linux, Minitab
  • Django, Flask, Dash, Plotly, Tensorflow, Sklearn
  • Kafka, NiFi, HDFS, Spark, Ambari
  • GCP, AWS

Interests

Besides being a Data Guy, I am a very versatile person. I like to make handmade products by showing effort, for example, I made my computer desk, bed, coffee table, and bookshelf myself.

I also like to make small figurines or table decorations, I have a mega chess soldier that I made by combining chess pieces. Besides these, I love to read books that make me think, and I also love to make minimalist drawings.

Awards & Certifications

  • One of the 3 inventors of the a patent in the application process (about Anomaly Detection). (I can share the full name and referance ID)

  • Data Engineering & Big Data Bootcamp

  • Enerjisa Data Science and Data Analytics Bootcamp

  • ML Days Study Jam

  • CS50x Kodluyoruz: Introduction to Computer Science