Shay Fereidounfar
United States, PA ***** . 202-***-**** . **************@*****.*** . LinkedIn
EDUCATION
Villanova University – MS in Computer Engineering, Villanova, PA Sep 2025 K. N. Toosi University of Technology – BS in Computer Engineering Jan 2016 SKILLS
Programming: Python, SQL, JAVA, C, MATLAB Databases: SQL Server, PostgreSQL, MongoDB, Redis Frameworks: Entity Framework, Spring Framework Olap: ETL using Apache NiFi, Microsoft Power BI Linux: Linux Services, Cron Jobs Front-End: HTML, CSS, JavaScript ENGINEERING & EXPERIENCE
Graduate researcher at Villanova University, CPE department, Villanova, PA Sep 2023-May 2025
• Built data pipelines and simulation models for anomaly detection on MRI brain scans, implemented with NumPy, SciPy, Matplotlib, NiBabel, and PMCX libraries.
• Applied ML models for classification of brain anomalies (edema, hemorrhage) based on optical imaging features.
• Cleaned, transformed, and visualized neuroimaging datasets (ADNI, Colin27, MNI152, OpenfNIRS)
• Conducted exploratory data analysis (EDA) to extract actionable insights from simulation outputs and improve modeling strategies.
Courses: Algorithms & Data Structures, Machine Learning, Bio Signals, Wearable Devices, Network Security, Advanced Programming, Algorithm Design, Database Design. Teacher Assistant, Research Assistant at UMBC, CEE department, Baltimore, MD Aug 2022-Aug 2023
• Analyzed instruction sequence patterns through signal processing and feature extraction using Python (NumPy, Pandas, PyWavelets) to uncover behavioral trends and anomalies.
• Developed data-driven modules for secure instruction identification and behavioral profiling, with a focus on detecting side-channel vulnerabilities and irregular execution paths.
• Collaborated with faculty and TEDCO industry partners to integrate software/hardware secure layers analysis. Software Engineer at System Group Co. 2020-2022
• Developed cloud-based ERP solutions and built SQL-based reporting dashboards for finance and logistics data.
• Customized and optimized data-driven modules using Python, SQL Server, Redis, and Microsoft Report Builder.
• Collaborated with business stakeholders to define BI/reporting requirements and implement scalable solutions.
• Delivered documentation, training, and support to ensure successful system adoption. Back-end developer at Hermes Machine Tech INC. 2018-2020
• Designed data APIs and backend services to support data access and real-time analytics.
• Built data pipelines with Apache NiFi.
• Designed and optimized databases with SQL Server and MongoDB.
• Collaborated with cross-functional teams to deliver scalable enterprise solutions. Back-end developer – part time at Amitis Group 2016-2018
• Assisted with basic coding, debugging, and database tasks using Java and SQL Server. HONORS & ACTIVITIES
• Villanova University Society of Women in Engineering (SWE) 2023-2025
• Villanova Leadership Program (VLP) Spring 2025
• Villanova Graduate Students Senate (GSS) – Secretary 2024-2025
• Villanova Persian Students Association (Persian Cats) – President 2023-2025
• UMBC Iranian Graduate Students Organization (IGSA) 2022
• 60th and 61st DAC Young Fellow Design Automation Conference program travel grant Summers 2024, 2025
• Grace Hopper Celebration Student Scholarship for 2023 (GHC23) sponsored by Anita B. Org 2024-2025
• Scholarship, Villanova University CPE department. 2023-2025 CERTIFICATION
• AWS AI Practitioner Awarded by Udemy 2025
• Deep Learning Fundamentals Awarded by K.N.T.U ACM 2018
• Python Programming Awarded by Alzahra University 2017