data analyst · researcher · novelist

I build models people can use, and ask what the numbers mean for people

Applied mathematics, a background in regulatory compliance, and a writer's ear. My current independent research asks how durable a college major's earnings really are as jobs shift and AI changes the work.

Portrait of Saltanat Kamillya M.

me, Nov 2026

independent research · Nov 2026 – present

How Durable Are the Earnings?

Most "best majors" lists rank fields by what graduates earn today. I asked a second question: how long is that earnings premium likely to last? The project follows 179 New York bachelor's majors into the jobs their graduates hold, using only public data.

0.26

how closely pay and durability move together. a high salary is not a hedge

17 of 21

job groups where official forecasts underestimated growth. choosing a major = betting on a forecast

1 in 3

US businesses now use AI. in some of the best-paid majors, employers haven't caught up yet

durability findings AI adoption findings

built in Python on public data: Dept. of Education, BLS, NYS DOL, IPEDS, U.S. Census Bureau

earlier: what does a major earn? what is a New York major worth?

During my internship with the Institutional Effectiveness team at Empire State University, I replicated The HEA Group's "What Your Major is Worth" for New York, and proposed and built extensions comparing bachelor's with master's and post-bachelor's certificates, plus earnings benchmarks for graduates over 34. The durability question grew out of that work.

fiction · in progress

The Wind Girl

my first novel, based on real life

A novel told by the Wind, written like a diary, felt like a prayer

The Wind has known her since she was a little girl, singing for her father at dawn. It followed her from the steppe to a new country, where she raised her daughter alone, and watched her love a man who measured everything in what he owned. Day by day, she dimmed herself to fit his world.

This is a story of love that warms and love that cages, of a mother and daughter who collide like two stars, and of the quiet courage it takes to leave. The Wind is not only the narrator but a character. The pages read like an old notebook, with photographs, handwriting, and lines marked by tears. Kazakh lament, faith, and the language of the steppe run through a modern story of love and immigration.

Inspired by real life. Not a happy ending, but a way back to her own light.

© Wind Girl Novel

I write in English, Russian and Kazakh. My creative writing was honored with the Nicholas Pekearo Scholarship.

read the short storyThe Fur Hat →a Soviet childhood, one mink hat, and a family court that met at breakfast. the piece that helped me earn the scholarship follow the novel on Instagram

videos

coming up

book readings

I'm organizing readings of The Wind Girl and my short stories, and I'll post the videos here. want to host one or come along? write to me

presentation video coming soon

How durable are the earnings? a 5-minute walkthrough

what the durability index shows, and what it does not

reading video coming soon

a reading from The Wind Girl

first reading to be announced

about

I'm a coordinator at heart: I like turning scattered data and scattered people into one clear picture. Before analytics, I worked in regulatory compliance supporting SEC Enforcement.

  • — B.S. in Applied Mathematics
  • — M.S. in Applied Analytics, in progress, SUNY Empire
  • — data analytics intern, Institutional Effectiveness, Empire State University
  • — Python, pandas, PySpark, data modeling, Microsoft Fabric, Power BI, statistical modeling

always glad to meet people in AI, analytics, higher education and workforce planning

let's talk

For field-by-field results, analytics roles, speaking or the novel, send me a note