// cs + ai · drexel · philly · from pakistan with love 🇵🇰
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Full-stack AI system automating high-quality MCQ generation from lecture slides via RAG + Knowledge Graph pipelines. KG-based approach outperforms standard generation by 5% accuracy across 450+ evaluated questions.
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Automated Similar Company Match tool, Slack→Sheets recruiting pipelines, Domo BI dashboards (55 Salesforce-backed cards), and human-in-the-loop data quality workflows.
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🥈 GreenPrompts Chrome extension optimizing AI prompts for energy efficiency. Philly Codefest 2nd Place among 90+ teams.
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🧠 rInsight Real-time Reddit mental health dashboard. NLP topic modeling + Gemini AI maps r/Drexel crisis signals to campus resources.
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📅 8AM Scheduler Personalized timetable generator for Drexel students with real-time conflict validation + PDF/calendar exports.
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👉 See pinned repos below or portfolio site for live demos!
2026 · SIGCSE Technical Symposium (Accepted)
"Scaling Retrieval Practice with LLMs: Improving MCQ Quality through Knowledge Graphs" R. Hashmi, Y. An — outperformed raw generation across 15 quality criteria
Nov 2025 · IEEE Big Data 2025
"Rate-Distortion Guided KG Construction from Lecture Notes Using Gromov-Wasserstein Optimal Transport" R. Hashmi, Y. An, et al. — arXiv:2511.14595
Jul 2025 · arXiv
"Enhancing Student Learning with LLM-Generated Retrieval Practice Questions" R. Hashmi, Y. An, et al. — arXiv:2507.05629 — 16% knowledge retention increase in 60-student study
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$264K |
$4K |
$3.5K |
$1K |
🥈 $500 |