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Muhammad Waleed Farrukh

@muhammadwaleedfarruk

Data Engineer at EG Group migrating legacy SQL Server and SSIS workflows into Databricks pipelines.

Pakistan
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At EG Group, I develop Databricks pipelines to migrate legacy SQL Server and SSIS workflows, processing millions of files. I also implemented a batch chunking strategy using Autoloader to ingest and process large file volumes.

At WeCrunch Ltd., I led end-to-end delivery of a data engineering project, designed its data model, and produced ERDs and technical documentation. I also designed Databricks Spark pipelines using Python and SQL that processed 100+ GB of data and improved pipeline speed by 60%.

My projects include a Databricks data warehouse and ETL pipelines for Business Penetration KPIs reporting, as well as an NLP chatbot using a custom neural network. For my final-year project, I designed an IoT air-quality monitoring device using deep learning for real-time prediction of toxic gases and particulate matter.

Experience

Work history, roles, and key accomplishments

EG
Current

Data Engineer

EG Group

Jan 2026 - Present (10 months)

Developed Databricks pipelines to migrate legacy SQL Server and SSIS workflows, processing millions of files. Implemented batch chunking strategy using Autoloader to efficiently ingest and process large-scale file volumes across pipelines.

WL

Data Engineer

WeCrunch Ltd.

Sep 2023 - Jan 2026 (2 years 4 months)

Led end-to-end delivery of a data engineering project, designed the data model, iterated it through multiple review cycles, and produced all ERDs and technical documentation. Guided and unblocked team members during development, resolving bottleneck issues and technical errors to keep delivery on track. Designed scalable Spark pipelines in Databricks using Python and SQL, processing 100+ GB of dat

Education

Degrees, certifications, and relevant coursework

University of Engineering & Technology, Lahore logoUL

University of Engineering & Technology, Lahore

BSc, Electrical Engineering

2019 - 2023

Activities and societies: Courses: Machine Learning, Data Structures and Algorithms, Digital Signal Processing

BSc Electrical Engineering from the University of Engineering & Technology, Lahore, from 2019 to 2023.

MI

Microsoft

Microsoft Azure for Data Engineering, Data Engineering

Completed the Microsoft Azure for Data Engineering certification from Microsoft.

IB

IBM

Introduction to Data Engineering, Data Engineering

Completed the Introduction to Data Engineering certification from IBM.

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