Data Engineer
PNC Bank · Pittsburgh, PA
Cut an internal trading API from 30 seconds to under 5 and built SQL logic for Canadian trading accounts.
ML/AI engineer · Data systems · Pittsburgh
I build ML systems that turn messy data into decisions people can use.
I’m Ananya, an ML and data engineer at PNC. I work across model development, data infrastructure, API performance, and products built for real people.
Experience
Work that made a measurable difference.
Financial Analyst Intern
UBS · Hyderabad, India
Automated reporting with PySpark and Databricks, saving 35 hours per month, and supported Azure CI/CD deployments.
Consulting Intern
Perficient · Chennai, India
Led UI/UX work and built client-facing features with the MERN stack to improve usability and functionality.
Education
Carnegie Mellon University
M.S. Data Analytics for Science
Vellore Institute of Technology
B.Tech. Computer Science & Engineering
Selected work
Systems I’ve taken from idea to working build.
01 · DATA + AI
Fashion Intelligence Engine
2026Built a nine-source ML pipeline and full-stack application that turns fragmented fashion signals into ranked product opportunities.
02 · HEALTH AI
Rare Disease Clinical Trials
2025Developed GAN-based synthetic controls and patient-to-trial matching for rare-disease research with limited patient data.
03 · COMPUTER VISION
Malaria Cell Classifier
2025Trained a residual CNN to identify parasitized cells across more than 27,000 microscopy images.
04 · EXPLORATION
6D Data Hunt
2024Used PCA and K-Means in PySpark to uncover six lower-dimensional structures inside six-dimensional data.
05 · iOS
9:41● ●
Good morning, Ananya
July spend$1,284
Scotty Market
2026Designed a privacy-first iOS finance app that extracts spending insights without requiring bank credentials.
06 · PRODUCT
Savoured
2026Built a private, offline-first restaurant diary with photo storage, secure sync, and venue search.
Résumé
The full technical picture.
Experience, education, and technical work—kept to one page.
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