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Afaque Ahmad

Data Engineer @ QuantumBlack, McKinsey & Company - NUS

Afaque Ahmad is a Senior Data Engineer I at QuantumBlack, AI by McKinsey, based in Singapore.1 He has been with the company since September 2019, progressing from Data Engineer I to his current role.1 Afaque is passionate about big data and solving challenging problems.1

Professional Experience

Afaque's key accomplishments at QuantumBlack include:

  • Designing and developing a data lake on AWS, creating over 15 pipelines processing 50K+ orders daily1
  • Developing a Customer360 Feature Store on Hadoop, processing over 1TB of data for 100M customers1
  • Creating a data quality framework to detect and report issues1

Skills and Expertise

Afaque has expertise in:

  • Data lake design and architecture
  • Large-scale feature engineering
  • ETL pipeline development
  • SQL query optimization
  • Reporting automation

Additional Activities

Besides his primary role, Afaque:

  • Creates video lectures on algorithms to help his peers1
  • Started a YouTube channel in August 2023 focusing on Data Engineering content1

Certifications

Afaque holds several certifications, including:

  • Machine Learning in Production (DeepLearning.AI, September 2024)1
  • AWS Certified Cloud Practitioner (May 2021)1
  • Astronomer Certified Apache Airflow Fundamentals (April 2023)1
  • The Complete dbt (Data Build Tool) Bootcamp (December 2022)1

Afaque Ahmad is clearly a skilled and dedicated data engineer with a strong background in big data technologies and a passion for sharing knowledge in the field of data engineering.

Highlights

Jan 24 · youtube.com
The Ultimate Data Engineering Interview Guide - YouTube
The Ultimate Data Engineering Interview Guide - YouTube
Sep 7 · youtube.com
Broadcast Joins & AQE (Adaptive Query Execution) - YouTube
Broadcast Joins & AQE (Adaptive Query Execution) - YouTube

Related Questions

What are some of the key projects Afaque Ahmad has worked on at QuantumBlack?
How does Afaque Ahmad's experience with AWS compare to his work with Hadoop?
What specific challenges did Afaque Ahmad face while developing the Data Lake on AWS?
How does Afaque Ahmad's work in data engineering contribute to the personalization use cases at QuantumBlack?
What are the main features of the Customer360 Feature Store developed by Afaque Ahmad?
Afaque Ahmad
Afaque Ahmad, photo 1
Afaque Ahmad, photo 2
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Location

Singapore