Shanmuka Patnala

Phone: 9505510317Email: shanmukpatnala13@gmail.com
Github: github.com/shanmukpatnalaLinkedin: linkedin.com/in/shanmuka-patnala-b752b430b

Professional Summary

Passionate Full Stack Developer focused on building modern, scalable, and user-friendly web applications. Strong foundation in React.js, Node.js, Java, REST APIs, Firebase, databases, and AI/ML fundamentals. Interested in solving real-world problems through clean code, practical design, and continuous learning.

Technical Skills

LanguagesC, Java, Python, JavaScript (ES6+)
FrontendHTML5, CSS3, React.js, responsive web design
BackendNode.js, Express.js, REST APIs, JSON, HTTP methods, Firebase basics
DatabasesSQL, MySQL, PostgreSQL/SQLite, Firebase Firestore, Realtime Database, Supabase
AI/MLArtificial Intelligence basics, machine learning basics, CNN, NLP, prompt engineering
ToolsGit, GitHub, VS Code, Android Studio, Firebase Hosting, Vercel, Azure DevOps

Projects

Bridging Risk and Innovation Generative AI

Generative AI scenario generation system

  • Developed a GPT-2 based scenario generation system to automate future forecasting and decision-making.
  • Built an end-to-end NLP pipeline with prompt processing, preprocessing, and BPE tokenization.
  • Implemented generation, filtering, evaluation, and output rendering modules.
  • Integrated ethical AI filtering to reduce bias, hallucination, and unsafe content.

Tech Stack: GPT-2, HuggingFace Transformers, Scikit-learn, Pandas, NumPy

Facial Recognition Based Attendance System

Real-time attendance platform using computer vision

  • Engineered a real-time attendance system using MobileNet and Tiny Face Detector.
  • Developed a scalable full-stack application using React.js, Node.js, Firebase, and REST APIs.
  • Implemented face embeddings and distance-based matching for identity verification.
  • Built secure role-based access control for Admin, Faculty, and Student users.

Tech Stack: React.js, Node.js, Firebase, REST APIs, Computer Vision

Project Task Manager

Responsive task management web application

  • Developed task tracking features with React.js and Firebase.
  • Implemented real-time data handling and authentication using Firebase Firestore and Firebase Auth.
  • Designed modular components and admin features to support user management and scalability.

Tech Stack: React.js, Vite, Firebase Firestore, Firebase Auth

Experience

Software Developer Intern

Jan 2026 - Present

Linkerr.in

  • Gaining hands-on experience and contributing to real-world software development tasks.
  • Working across frontend and backend development workflows.

Education

DRK Institute of Science and Technology

B.Tech, Computer Science Engineering (AI & ML)

Academic Year: 2022 - 2026

Professional Skills

  • Problem solving and debugging
  • Time management and adaptability
  • Team collaboration and fast learning