Rana Zohaib Naseem Khan
@zohaibnaseem
Data Engineer - 2 years building production ETL pipelines on Spark, Databricks and AWS for US healthcare. 430M+ records. Python, SQL, Dagster.
What I'm looking for
I am a Data Engineer with two years of experience building production ETL and data systems for major US hospital organizations under HIPAA-compliant environments.
At Biome Analytics, I engineered a high-throughput ingestion service that loads 430M+ records from a data lake into a relational database, with automated data contracts and event-driven monitoring that surfaces upstream failures before they reach downstream reporting. I also led a Spark-to-Ibis migration across the pipeline layer, reducing engine lock-in and enabling backend-agnostic query execution. Day to day, I design and maintain data pipelines using Apache Spark, Databricks, Dagster, and Ascend, while building the SQL analytics, validation, and data-quality layers that analysts depend on.
Previously, at Kalsoft, I worked on AI and cloud-based data systems. I built a serverless document-intelligence platform on AWS using Lambda, S3, SQS, and DynamoDB that transformed 45+ page contracts into structured insights and reduced manual review time by 70%. I also developed a Retrieval-Augmented Generation assistant using LangChain and the OpenAI API that automated 80% of internal queries.
I work across the full data lifecycle—from raw source data to analysis-ready tables—with strong experience in Python, SQL, Spark, Databricks, Delta Lake, Dagster, Airflow-style orchestration, data modeling, data warehousing, and data-quality testing.
I graduated first in a class of 300 from CUST with a 3.99/4.00 GPA and received the University Gold Medal.
I am based in Islamabad, Pakistan (UTC+5) and work comfortably with US and European teams, including daily overlap with US morning hours. I am open to full-time remote and contract opportunities.
Experience
Work history, roles, and key accomplishments
Data Engineer
Biome Analytics
Mar 2025 - Present (1 year 5 months)
Engineer production ETL pipelines for major US hospital systems under HIPAA compliance. Built a high-throughput ingestion service loading 430M+ records from a data lake into a relational database, with automated data contracts and event-driven monitoring. Led a Spark-to-Ibis migration removing engine lock-in. Build pipelines on Spark and Databricks orchestrated with Dagster and Ascend.
Built a serverless document-intelligence system on AWS (Lambda, S3, SQS, DynamoDB) condensing 45+ page contracts into structured insights, cutting manual review time by 70%. Built a RAG assistant with LangChain and the OpenAI API automating 80% of internal queries, plus an LLM summarization service on AWS. Developed Python data extraction and cleaning pipelines feeding Power BI dashboards.
Hands-on training on enterprise cloud infrastructure, focused on deploying AI/ML pipelines and managing cloud compute, storage and networking services.
Education
Degrees, certifications, and relevant coursework
Capital University of Science and Technology
Bachelor of Science, Computer Science
2020 - 2024
Grade: 3.99
Activities and societies: ICPC University-Level Winner, representing CUST at regional competition rounds. First place, IEEE Programming Competition. Selected for the Harvard Business School Aspire Leadership Program (2024). Served as a Teaching Assistant during the programme.
Graduated first in a class of 300 with a 3.99/4.00 GPA and the University Gold Medal for the highest academic performance in the programme. Awarded seven consecutive Chancellor's Honour Awards (2020-2024). Coursework centred on databases, data structures, distributed systems, operating systems and machine learning.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
Social media
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Skills
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