Mulya Patel

About Me

Who I Am

I'm a Master's student in Computer Science at North Carolina State University (CGPA: 4.0/4.0), with a Bachelor's degree from Nirma University, India (PPI: 8.4/10).

My expertise spans Full Stack Development, Deep Learning, and AI/ML Engineering. I've built projects ranging from Agentic AI systems to audio processing models with significant performance gains.

As Managing Director of CSI at Nirma University, I led a team of 40+ members, organizing 3 hackathons and 10+ expert events engaging over 1,000+ participants.

Major Projects

4.0

GPA at NC State

1K+

People Reached as Organizer

15+

Technologies

Education

Academic Background

Masters

Master of Science in Computer Science

North Carolina State University, Raleigh, NC

CGPA: 4.0/4.0

Aug 2025 – May 2027

Coursework

Automated Learning & Data Analysis Software Engineering Algorithms Software Security Advanced ML Neural Networks

Bachelors

Bachelor of Technology in Computer Science

Nirma University, Ahmedabad, India

PPI: 8.4/10

Oct 2021 – May 2025

Coursework

Data Structures Algorithms OOP Machine Learning Deep Learning DBMS Big Data Microservices Software Engineering

Skills

Technical Expertise

Programming Languages

Core languages I write production code in

JavaScript Python TypeScript Java C++ C#

AI / ML & Data Science

Frameworks, techniques, and GenAI tooling

Frameworks & Libraries

PyTorch TensorFlow Keras Scikit-learn LangChain

Domains & Techniques

Deep Learning NLP Computer Vision Audio Processing Time Series Reinforcement Learning Statistical Modeling Machine Learning

Generative AI & LLMs

LLM RAG Agentic AI GenAI Embeddings VectorDB Pinecone Model Context Protocol

Web & Cloud Technologies

Frontend, backend, infrastructure & DevOps

Frontend & Backend

React Next.js Node.js Angular .NET Flask FastAPI

Databases & Cloud

MySQL MongoDB Redis AWS AWS Redshift Docker Spark Hadoop

DevOps & Testing

Git GitHub GitHub Actions Jest pytest

Experience

Work History

Internship Dec 2024 – May 2025

Full Stack Developer Intern

Advance Web Software · Vadodara, India

Expanded loan management platform from India, UK, and USA to UAE and Egypt by introducing new loan types and optimizing 50+ APIs, increasing potential user base by 15%
Contributed to Athlete One platform migration by developing new backend APIs and optimizing endpoints, reducing average API response time by 45%

Internship Jun 2024 – Aug 2024

Web Design Intern

Stypix Pvt. Ltd · Ahmedabad, India

Independently developed a responsive food delivery web application using ReactJS, Redux, and modern UI design principles
Gained practical experience with Git and GitHub for version control, branching workflows, and collaborative code management

Leadership Sep 2023 – Nov 2024

Managing Director

Computer Society of India · Nirma University

Led a team of 40+ members and directed 3 hackathons and 10+ expert events, engaging over 1,000+ participants
Oversaw development of the CSI Hackathon website and ensured timely launch
Collaborated with multiple teams to ensure smooth flow of events

Projects

Featured Work

AI/ML Full Stack Agentic AI

Database Copilot

AI agent that interprets natural-language prompts and executes database operations autonomously, reducing manual query effort by 60%.

Next.js LangChain FastAPI Python

AI/ML Full Stack

VibeDish

AI-driven recommendation engine mapping music signals to food preferences with FastAPI backend and S3-backed CDN. 81% test coverage.

FastAPI AWS S3 Next.js GitHub Actions

Full Stack

Advance Loan Management System

Enhanced platform serving 3+ regions. Improved onboarding flexibility by 30% and reduced dashboard load time by ~25%.

Angular .NET MySQL Taiga UI

AI/ML

Indian Music Genre Prediction

Deep learning model trained on 75GB custom dataset. Achieved 79% accuracy using ResNet101, outperforming baseline by ~15%.

PyTorch ResNet101 Transformers Audio ML

AI/ML

Stock Trend Prediction (LSTM)

Achieved ~99.6% accuracy (R²) with custom LSTM weight-averaging optimization. 96.3% trend classification accuracy.

LSTM Transformer Time Series Attention

Full Stack

MERN Food Delivery App

Full-stack food delivery application with authentication, cart functionality, and optimized state management using useReducer.

MongoDB Express React Node.js

AI/ML Agentic AI

Google Workspace MCP Server

MCP server exposing 20+ typed tools across Gmail, Calendar, Drive, Docs, and Sheets — enabling LLM agents to automate multi-step workflows via natural language. Integrates natively with Claude Desktop & Claude Code.

MCP Google APIs Python

AI/ML In Progress

Label-Efficient Disaster Damage Detection

Benchmarked SOTA foundational models for building localization on the xBD dataset; best results with DeepLabV3+ achieving 78% IoU and 88% Dice score. Transferring pretrained weights into a Siamese/comparative ViT architecture for change detection, classifying building-level damage across optical and SAR modalities.

DeepLabV3+ Vision Transformer Siamese Network SAR Imagery PyTorch