Trinadh Musunuri

Experience

Research Assistant

Sep 2025 – Present

Optimized a compute-intensive backend system by replacing an inefficient evolutionary algorithm with a gradient-based optimization approach.
Achieved nearly 50× performance improvement by reducing processing time from 30–60 minutes to under 2–3 minutes.
Designed and deployed scalable backend services and experimental pipelines on AWS to support research workloads.
Developed RESTful APIs and backend modules to support data processing, experimentation, and result visualization.
Collaborated with faculty researchers to refactor research prototypes into stable, maintainable, and production-ready backend systems.

Projects

M-Sum-PAI: Performance-Aware Multimodal Summarization Al

Designed an Al system to summarize text, audio, video, and PDFs using Gemini 2.5 Flash and AssemblyAl, delivering clean, structured summaries in paragraph and bullet formats.

Tech Stack: React.js, Node.js, Express, Python, Gemini API.

GitHub Live Demo

StudentRequestHub

Developed an E-permission web app for students to submit and manage various requests online, improving communication flow.

Tech Stack: HTML, CSS, PHP, MySQL.

GitHub

Technical Skills

HTML

CSS

JavaScript

React JS

Node.js

PHP

Python

Java

Bootstrap 5

MySQL

MongoDB

AWS

Git

Render

Figma

Netlify

RESTful APIs

Postman

Certifications & Activities

Fundamentals of Deep Learning by NVIDIA

Issued Nov 2025

Trained CNNs from scratch, applied data augmentation for better generalization, and leveraged pretrained models for efficient inference.

Generative AI by Google Cloud

Issued Nov 2024

Leveraged Vertex AI to deploy scalable machine learning models, reducing AI workflow time by 30%.

AWS Cloud Technical Essentials

Issued Nov 2023

Designed efficient cloud solutions using EC2, S3, and RDS, enhancing application reliability by 20%.

Hackathon Participant

Seshadri Rao Gudlavalleru Engineering College - Nov 2023

Participated in a 24-hour hackathon with 250 members, showcasing problem-solving and teamwork skills.

1st Place - Department Project Expo

2022

Won 1st place in the department project expo competition, demonstrating innovative project development and presentation skills.

1st Place - Coding Competition

2022

Secured 1st place in a coding competition, showcasing problem-solving abilities and proficiency in programming.

Education

Full Stack Developer

About Me