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Amna JavaidAJ
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Amna Javaid

@amnajavaid3

Data Engineer who built a Python ETL pipeline processing 500K records daily at Brickclay.

Pakistan
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At Brickclay, I built and maintained a Python ETL pipeline processing 500K records daily in production. I also identified and resolved pipeline bugs and documented pipeline logic and validation findings.

For CrickVision, I designed an end-to-end data system ingesting about 10M records, with an ETL pipeline, API layer, and frontend components. I built a FastAPI backend with modules for auction simulation, fatigue tracking, and bowling-synergy analytics.

On my MLOps Pipeline project for Fake News Detection, I built automated data drift detection and an observability stack using MLflow, Prometheus, Grafana, and Alertmanager. CI/CD integration reduced deployment time by 70%.

I also designed a near-real-time retail data warehouse using star-schema modeling and built a Python ETL pipeline with an extended HYBRIDJOIN algorithm. As a Database Management Teaching Assistant, I assisted students with database concepts and practical coursework.

Experience

Work history, roles, and key accomplishments

RI
Current

Coding Instructor

RISE

Jun 2026 - Present (3 months)

Delivering project-based computer science instruction and technical mentorship, helping students develop programming, problem-solving, and practical software development skills.

NS

Teaching Assistant - Database Management

National University of Computer and Emerging Sciences

Jan 2026 - Jun 2026 (5 months)

Assisted 50+ students across quizzes, assignments, and projects in Database Management. Supported students in understanding database concepts such as Joins, CTEs, and Views, and in applying them to practical coursework.

BR

Data Engineer Intern

Brickclay

Jun 2025 - Jul 2025 (1 month)

Built and maintained a Python ETL pipeline processing 500K records daily in production. Identified and resolved data pipeline bugs and documented pipeline logic and validation findings in structured reports for cross-team use.

Education

Degrees, certifications, and relevant coursework

NS

National University of Computer and Emerging Sciences

Bachelor of Science, Data Science

2022 - 2026

Grade: 3.27

BSc in Data Science from the National University of Computer and Emerging Sciences (FAST NUCES) from 2022 to 2026, with a GPA of 3.27.

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