open to opportunities
Amina Ashfaq
[ Economics × AI/ML × Deep Learning × NLP ]
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[ Economics × AI/ML × Deep Learning × NLP ]
what I've built
OLS regression on LFS 2024–25 microdata to quantify the wage penalty of over-education. Key finding: over-educated workers earn ~15.5% less. Province-level choropleth maps + academic poster.
Logistic Regression + SMOTE handling severe class imbalance. Live Gradio interface for real-time prediction.
End-to-end pipeline: Kaggle flight data + Open-Meteo API into SQLite across 6 modular Colab notebooks. Full report + slide deck.
Cross-country statistical analysis across 38 OECD nations on SDG1/SDG3 poverty-health linkages.
Random Forest classifier with feature importance analysis. Live interactive demo via Gradio.
My biggest project yet. Full AI agent stack — conversational AI, voice AI agent, reservation management, and end-to-end automation. Built to actually run a restaurant with minimal human input.
Clean, fast text summarization tool powered by NLP. Paste anything in, get the key points out. No fluff.
what I work with
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where I've worked
where I study
say hello
whether it's a research collab, internship, freelance project, or you just want to send me a dataset — I'm in. fill in the form and I'll get back to you, promise.