Ahmed Ismail

Computer Science & Data Science Student

University of Wisconsin–Madison • Class of 2028

Madison, WI

Work Experience

Software Developer Intern

IvyRead – AI English Learning Platform

Oct 2025 – Present

  • Took ownership of backend development for an AI-powered English learning platform used by non-native speakers, working directly with the founder to ship production features.
  • Led a 4-person intern team by organizing weekly sprint planning, establishing code review standards, and unblocking teammates to maintain consistent delivery.
  • Built and maintained backend services using Python (Flask) and PostgreSQL to support large-scale curriculum ingestion and real-time user interactions.
  • Implemented a text-to-speech reading assistant that synchronizes audio playback with on-screen text, improving accessibility for language learners.
  • Integrated third-party authentication and social sharing to support secure access and user growth within the WeChat ecosystem.

Assistant Swimming Coach

Madison Aquatic Club (MAC)

2024 - Present

  • Assisted the head swim coach in training sessions, ensuring a safe and productive environment for over 100 swimmers of varying skill levels.
  • Organized team practices and facilitated warm-up drills to promote discipline and team cohesion.
  • Monitored swimmers' progress, tracked performance metrics, and collaborated with the head coach to adjust training plans accordingly.

Education

University of Wisconsin–Madison

Bachelor of Science in Computer Science & Data Science

Certificate in Business (Finance Focus)

GPA: 3.56 • Expected Graduation: 2028

Posse Foundation

Full-Tuition Leadership Scholar

2024 - Present

Key Projects

Quantitative Trading Strategy

Machine Learning & Financial Analysis

Developed a long/short equity strategy using Random Forest and Ridge Regression models. Engineered features using Fama-French 5-factor risk decomposition and technical indicators (RSI, MACD), validating performance with Purged K-Fold cross-validation.

CourseCal

AI-Powered Academic Planner

Built a syllabus extraction tool using Google's Gemini API to parse PDFs and generate structured course schedules. Integrated a Python backend with a React/Vite frontend for seamless calendar management.

ResearchRizz.com

Data Engineering

Built ResearchRizz.com — an academic research discovery platform by engineering an end-to-end data pipeline that processed 6,000+ faculty profiles with adaptive web scraping, multi-API integration, and automated orchestration.

AI-Powered Financial Assistant

Document Analysis & Workflow Automation

Developed AI assistants that analyze financial documents, automate workflows, and make complex information more accessible through intelligent processing.

Technical Skills

Programming Languages

Python, Java, HTML/CSS, JavaScript

Quantitative Finance

Fama-French Factor Models, Time-Series Validation, Portfolio Optimization, Statistical Modeling

AI/ML Technologies

Google Gemini, OpenAI GPT-4, LangChain, RAG, SentenceTransformers, Cross-Encoders, NLP

Data Engineering

Scrapy, Web Scraping, API Integration (CrossRef, Semantic Scholar), Pipeline Architecture

Frameworks & Tools

Flask, React, Tailwind CSS, ChromaDB, PyMuPDF, Git/GitHub, Vector Databases

Languages

English, Arabic (fluent — reading, writing, speaking)

Leadership Roles

Technical Team Lead

Led 4-person dev team at IvyRead

Assistant Swimming Coach

Mentoring and developing athletes

Project Leadership

End-to-end full-stack engineering

Honors & Leadership

Posse Foundation Full-Tuition Leadership Scholarship

2024 – 2028

College of Letters and Science Dean’s List

University of Wisconsin–Madison

Fall 2025

Interests

• Quantitative Finance

• Algorithmic Trading

• AI & Machine Learning

• Data Science & Analytics

• Competitive Swimming

• Coaching & Mentorship