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Momina Humayun

@mominahumayun

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AI and data scientist skilled in ML, data pipelines, and analytics for product impact.

Pakistan

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What I'm looking for

I seek roles applying ML and data engineering to product problems, with collaborative teams, measurable impact, and opportunities for technical growth.

I am an AI Data Scientist with hands-on experience building production data pipelines, billing models, and observability for multi-tenant LLM platforms using Google Cloud, BigQuery, and OpenTelemetry. I have applied A/B testing, prompt optimization, and agent-driven SQL improvements to drive measurable product and cost efficiencies.

My background includes data analysis for nonprofit monitoring and SEO content work, strong statistical and ML foundations from graduate study in Business Analytics, and practical projects from EDA and predictive modeling to dashboards and web scraping. I deliver data-driven recommendations that improve performance and resource allocation.

Experience

Work history, roles, and key accomplishments

AI Data Scientist

AI Stealth Startup

Mar 2025 - Aug 2025 (5 months)

Built automated GCP data pipelines to process LLM usage metrics and compute multi-tenant billing; implemented A/B testing for prompt optimization and observability for FastAPI services.

Google Cloud Platform BigQuery PostgreSQL SQL LLM A B Testing OpenTelemetry fastAPI Data Pipelines

Data Analyst

Heal Foundation

Feb 2024 - Jun 2024 (4 months)

Analyzed data from 10+ sources to produce actionable reports on dispensary centers and led monitoring initiatives that improved project efficiency by 20%.

Data Analysis Reporting Google Docs Monitoring Discord Project evaluation Excel

SEO Content Writer

GrythorTech

Jul 2022 - Sep 2022 (2 months)

Executed SEO strategies that improved organic rankings for 50+ articles and increased website traffic and engagement within three months; managed publication of 100+ articles.

SEO Content Strategy Copywriting Google Docs Content Management Analytics On Page SEO

Education

Degrees, certifications, and relevant coursework

National University of Computer and Emerging Sciences (FAST-NUCES)

Master of Sciences, Business Analytics

2024 -

Master of Sciences in Business Analytics program at FAST-NUCES focusing on advanced analytics, machine learning, and data pipeline technologies (Aug 2024–Aug 2026).