Bilal Latif Ozdemir

Izmir, Turkey bilative@outlook.com

Hi,
Most of my time I use Python, Django, AWS/GCP and ML and try to improve.

Finishing my projects end to end is my main goal. I'm good at this (from raw data to user friendly dashboard / interface fed by machine learning algorithms) and I like to improve my skils.

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


Projects

Sentiment Analysis on DJANGO

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

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

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

Hobby Project

Experience

Mid 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