Data, Narrative & the Human Side
I'm Maral — a data scientist who builds models, tells stories, and explores the world through metrics and meaning.
Mindfulness
Living with awareness, curiosity, and presence — a practice that shapes both my personal life and how I work.
Data
Making complexity interpretable by finding patterns, building models, and turning numbers into insight.
Storytelling
Translating patterns into narratives — in writing, in teaching, in life — to make ideas resonate with people.
Featured Projects
Chat With Data (LangChain + RAG)
A lightweight Retrieval-Augmented Generation app that lets you ask complex questions about your CSV/documents and get grounded answers—powered by local LLMs via Ollama.
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Demand Forecasting App
An AI-powered Streamlit app for product demand prediction. Uses ensemble ML, confidence bands, and can auto-refresh data daily.
Read more“The most important relationship you can have is the one you have with yourself, the most important journey you can take is one of self-discovery. To know yourself, you must spend time with yourself, you must not be afraid to be alone. Knowing yourself is the beginning of all wisdom.” --Aristotle
Curious to chat, to collaborate, or to explore what numbers whisper?
Get in touch