Contact Information

Experience

Senior Data Scientist

Vio.com, Amsterdam, Netherlands
Jan 2023 - Present
Marketplace Group, Content Squad

  • Vio.com is a platform that makes travel planning easier by comparing rates from top travel suppliers and integrating with popular websites like Google and TripAdvisor.
  • Developed a room mapping algorithm, increasing grouping rate by 20% while maintaining accuracy.

Senior Data Scientist

Divar, Tehran, Iran
May 2022 - Dec 2022
Real Estate team

  • Divar is an Iranian E-commerce mobile app with over 50 million active installs.
  • Designed a service to process and transfer big data with Kubernetes, Apache Spark, Apache Hadoop, and Amazon S3.
  • Refined an end-to-end machine learning pipeline for automated fraud detection.

Technical Team Leader

Cafebazaar, Tehran, Iran
Jul 2021 - May 2022
Infrastructure tribe, User Profiling team

  • Led a team of 7 engineers and scientists.
  • Developed and maintained four internal services and data products.
  • Directed agile processes for predictable and rapid delivery.

Data Scientist

Cafebazaar, Tehran, Iran
Jul 2020 - May 2022
Ads and User Profiling teams

  • Designed A/B experiments, built reporting dashboards.
  • Improved advertisement conversion rate by 15%.
  • Doubled engagement rate of game recommendations.

Education

BS in Statistics

University of Tehran, Tehran, Iran
Sep 2017 - Jul 2022

Certifications

  • Fundamentals of Reinforcement Learning, University of Alberta (Aug 2023), Certificate Link
  • Financial Markets, Yale University (Apr 2020), Certificate Link
  • Deep Learning Summer School, ACM, University of Tehran (Aug 2018)

Skills

  • General Skills: Statistics, Mathematics, Computer Science
  • Technical Skills: ML (Machine learning), Algorithms
  • Programming Languages: Python, SQL, Scala, R, C++
  • Big Data Frameworks: Apache Spark, Snowflake, Metabase, Apache Airflow
  • Deep Learning Technologies: PyTorch, Tensorflow, Keras, ONNX
  • Python Libraries: NumPy, Pandas, Matplotlib, Scikit-learn
  • Statistics: ANOVA, Design of Experiments, Nonparametric Methods
  • Cloud Infrastructure: Kubernetes, AWS
  • Version Control Systems: Git, DVC (Data version control)
  • Project Management Tools: ClickUp, Trello, Shortcut

Languages

  • English: Advanced
  • Persian: Native Speaker