2024 — Present
Education
Bachelor of Software Engineering
Current CGPA 3.59/4.0, with coursework and project work spanning software engineering, algorithms, databases, web systems, mathematics, and applied AI.
Software Engineering · Research · Systems
Muhammad Ali
Full-Stack Developer AI Software Engineering Researcher
Bridging scalable full-stack web architectures with empirical research in AI-assisted software quality, LLMs, and vulnerability analytics.
3.59/4.0
Current CGPA
40+
Responsive implementations
4,430
CVE-linked fixes analyzed
348
Open-source repositories studied
01
About
I build production-oriented web applications while studying what happens to software quality, developer productivity, and security when AI becomes part of the engineering workflow.
My work sits between implementation and measurement: full-stack systems give me practical exposure to APIs, databases, authentication, state, and deployment, while research projects let me analyze developer behavior and real-world vulnerability data with Python, machine learning, and statistical methods.
02
Experience & Education
Academic foundation · industry exposure
07/2026 — 08/2026
FlyRank AI
Front-End AI Engineering Intern
Built 40+ responsive implementations and storefront patterns while using AI-assisted pair programming, implementation review, and QA workflows to iterate quickly without sacrificing interface consistency.
08/2026
Datacom
Web Testing Intern
Reviewed an existing web codebase to identify defects, trace failures to likely root causes, support defect triage, and improve reliability through structured debugging and verification.
03
AI & Empirical Software Engineering
Evidence-driven studies
Research
GitHub
Predicting Developer Productivity and Code Quality in AI-Assisted Environments
Studied how AI-enabled development sessions relate to productivity, bug-rate patterns, and cognitive load.
- Applied multiclass classification and confusion-matrix analysis to model bug-rate patterns.
- Used F1-based evaluation while documenting how class imbalance limited minority-class defect detection.
- Observed the reported “AI usage paradox” with r = +0.11 after accounting for sleep and cognitive load.
Python
Scikit-Learn
Pandas
Statistical Testing
Security / ML
GitHub
Big-Vul: Vulnerability Patterns & ML Analysis
Mined vulnerability-fixing history from open-source C/C++ software to understand recurring security patterns.
- Analyzed 4,430 real CVE-linked vulnerability-fixing commits.
- Covered 348 open-source C/C++ repositories and mapped findings across 91 CWE categories.
- Evaluated multiclass vulnerability patterns with macro-F1 metrics to reduce sensitivity to class imbalance.
Python
Machine Learning
Data Mining
C/C++
04
Applied Full-Stack & Systems Engineering
Products, platforms, automation
AI Platform
GitHub
FlashQuiz+
AI document-to-quiz platform turning uploaded study material into interactive assessment.
- Processes PDF/DOCX documents through a retrieval-augmented generation workflow.
- Generates quizzes and flashcards with immediate feedback instead of static document summaries.
- Tracks attempts and surfaces weak areas to connect generation with measurable learning feedback.
React
Vite
FastAPI
SQLModel
RAG
AI / Databases
GitHub
VisionDB Architect
AI-powered ERD-to-database schema generation prototype built for a Kaggle vibe-coding hackathon.
- Converts ERD diagrams into database-oriented schema representations using vision + LLM workflows.
- Targets PostgreSQL, MySQL, Prisma, and MongoDB outputs for different implementation paths.
- Combines diagram understanding with structured schema generation rather than manual transcription.
React
TypeScript
Gemini API
Node.js
E-Commerce
GitHub
Game Vault E-Commerce Platform
Full-stack commerce engine designed around gaming inventory, account security, and admin operations.
- Uses Redux Toolkit for predictable client-side state across catalog, cart, and account flows.
- Includes JWT authentication, OTP verification, and rate-limited API surfaces.
- Provides an administrative dashboard for operational control over the platform.
TypeScript
React
Node.js
Express
Redux Toolkit
Automation
GitHub
GitHub-to-Docx Automated Documentation Engine
Repository-mining automation that turns source trees into structured technical documentation.
- Walks multi-language repository structures and extracts source content into a documentation pipeline.
- Uses the GitHub REST API to retrieve repository data without manually copying project files.
- Produces a repeatable document-generation workflow suitable for coursework and technical archives.
Node.js
GitHub REST API
Automation
Algorithms
GitHub
Data Structures & Algorithms Practice Portfolio
A sustained C++ practice archive focused on algorithmic reasoning and implementation fluency.
- Includes 120+ modular C++ implementations covering advanced trees, graphs, and memory management.
- Includes 80+ LeetCode problem solutions across common interview and competitive-programming patterns.
- Uses the STL deliberately while keeping implementations centered on core data structures and algorithms.
C++
STL
Algorithms
05
Technical Skills
Tools I use to build and investigate
01
Languages
C++PythonTypeScriptJavaScriptSQL
02
Web & Backend
React / Next.jsNode.jsExpressFastAPITailwind CSSREST APIs
03
AI & Data Science
Scikit-LearnPandasNumPyRAG PipelinesVector DBs
04
Databases & Tools
MongoDBMySQLPostgreSQLDockerGitLinux
06
Let’s build something useful.
Open to software engineering opportunities, research collaborations, and technically ambitious projects.