Engineering Data for Human Learning and Impact
I’m Ashley Siddiqui, a computer engineer and data science researcher focused on education, mobility, and human-centered systems. This portfolio brings together my projects in data science, hardware and software engineering, teaching, and nonprofit work. Here you’ll find selected research papers, technical builds, and initiatives that connect algorithms to real learners and real communities.
Research Manuscripts Unofficial/Unpublished
2023
Under Dr. Hasan Ayaz
2021
Under Dr. Fred Allen
2021
Under Dr. Fred Allen
Academic Projects
2022
Under Dr. Mihir Shah
Professional Projects
Research and Practice Areas
Applied Machine Learning & Data-Intensive Systems Architecture
Global Education, Equity, & Technology for Social Systems
Embedded Systems, Sensing, & Human-Centered Interfaces
Algorithmic Optimization & Statistical AI Learning
What I have Built
An initiative I founded and run, focused on STEM and literacy support through remote instruction, local learning spaces, and low-cost materials. Long-term, my goal is to grow this into a dedicated STEM academy.
A podcast about how data, education, and technology shape human lives, with episodes on algorithms, learning, equity, and identity.
Publishing House By Ashley
January 2025
Founder & CEO, Author
A collection of books I’ve written on data science, education, and human-centered systems, designed to make complex ideas readable and useful.
Contact Me
