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SRrollins/README.md

Hi 👋, I'm Sanjay Roshan

Software Engineer | MS Computer Science @ University of Cincinnati
Research Assistant | Applied ML & Software Architecture

🧠 About Me

  • 🎓 MS Computer Science at University of Cincinnati (GPA 3.88/4.0)
  • 🔬 Research Assistant working on software architecture recovery using LLMs and static analysis
  • 📄 First author — paper submitted to APSEC 2026 (top-tier software engineering venue)
  • 💼 Former Software Engineer at Opus Infiniti Services — REST APIs, SQL optimization, data pipelines
  • 🤖 Building ML systems in PyTorch — CNNs, RNNs, NLP
  • 🏆 Hackathon winner — CHIPSET, CodeChef

🚀 Featured Projects

🛡️ Phishing Detection ML

RNN-based phishing detection system — 93.49% accuracy, 95.46% recall Trained on 11,055 URLs with 30 features using PyTorch

🎬 Movie Search & Discovery App

Full-stack recommendation engine on AWS Built with Python, React, Node.js, SQL, REST APIs

🍎 AI Food Recognition

CNN-based real-time food classification — 88% accuracy Built with PyTorch, OpenCV, FastAPI

📄 Research

Beyond the Diagram: An Empirical Study of Source-Code-Derived Software Architecture

  • Under review: APSEC 2026
  • Analyzed 50+ large-scale open-source systems
  • Built automated pipeline using Python, LLMs, static analysis, Graphviz
  • Reproducible artifact released on Zenodo

🛠️ Tech Stack

Languages:

Python C++ JavaScript SQL Java

ML & Data:

PyTorch TensorFlow Scikit-Learn Pandas NumPy

Backend & Cloud:

FastAPI React Node.js AWS Docker Linux

Pinned Loading

  1. Movie-master-app Movie-master-app Public

    movie search app-The project consists of a web-App designed to work as a movie search engine, this way people will be able to consult a movies rating, release date, the movie´s plot, and external a…

    EJS 1

  2. Movie-Search-engine Movie-Search-engine Public

    Movie Search Engine- The project consists of a web-page designed to work as a movie search engine, this way people will be able to consult a movies rating, release date, the movie´s plot, and exter…

    JavaScript 1

  3. QUIZ QUIZ Public

    Interactive Quiz Website-Welcome to our Interactive Quiz Website — an engaging platform designed to challenge and entertain users with a variety of quizzes on diverse topics. Track your scores, com…

    JavaScript 1

  4. Basic-Chatbox Basic-Chatbox Public

    Chatbot_using_python -This code is an implementation of a simple chatbot using TensorFlow, which is a machine learning framework developed by Google. The chatbot is trained using a neural network t…

    Python 1