Sri's Portfolio

Sri Ujjwal Reddy Beereddy

Welcome to My Portfolio

Discover my work and skills.

About Me

Hello! I’m a Junior studying Computer Science with a focus on Software Engineering. I love solving problems, learning new things, and finding creative ways to use technology. Right now, I’m excited about growing my skills in software development, machine learning, and data analysis. My goal is to keep improving, whether it’s through collaboration or tackling new challenges. I’m excited about the future and can’t wait to see where my passion for tech takes me!

Software Engineering Intern (Machine Learning)

Geometric Media Lab

Software Engineering Intern (Machine Learning) | Jul 2024 – Present

Engineered a hybrid ML pipeline: Combined k-means clustering with a supervised neural network for gunshot detection, boosting accuracy from 20% to 80% on 10+ hours of audio data processed via Librosa and iterative model refinement.
Optimized edge deployment: Tailored the pipeline for Raspberry Pi by integrating hardware-specific adjustments and a custom microphone setup, ensuring real-time performance in resource-constrained forest environments.
Enhanced model robustness: Implemented a dynamic feedback loop to continuously refine predictions and improve noise differentiation, securing scalable analysis under diverse conditions.

Currently Working:

Looking into video generation models and working on leveraging VLM (Vision Language Models) and scene graph predictions as controls for longer video generation.

Associate Director of Technology

Software Developers Association (SoDA)

Associate Director of Technology | Jan 2024 – Present

Automated operational workflows: Reduced test case upload time by 98% using a Selenium-based scraper for 200+ files, streamlining annual code challenge processes.
Optimized membership systems: Developed a Flask-Next.js application that boosted operational efficiency by 50% and enhanced engagement for 600+ active members.

Current Initiatives:

Spearheading comprehensive technical workshops on YOLO object detection, Flask web development, and Python programming to enhance member skill development. Orchestrating educational initiatives for upcoming hackathons and competitive coding events to foster innovation and technical excellence.

Software Developers Association (SoDA)

Software Engineer

Mesa Historical Museum (EPICS)

Software Engineer | Aug 2024 – Present

Built an immersive digital experience: Developed an interactive website using React and Three.js, increasing visitor engagement by 20% and offering an engaging digital tour of museum collections.
Led cross-functional teams: Directed a 7-member team to implement scalable content management and ensure sub-second website response times, optimizing the digital visitor experience.

Project Status:

Finalizing user experience optimizations based on comprehensive feedback analysis. Preparing for production deployment with enhanced features and improved performance metrics. Project is on track for successful delivery to stakeholders with documented implementation guidelines.

GitHub Repository

Software Engineering Intern (Machine Learning)

ASU Biodesign Institute

Software Engineering Intern (Machine Learning) | Jan 2023 – Dec 2024

Developed an end-to-end data pipeline: Automated DNA-PAINT image analysis by integrating k-means clustering and custom tracking algorithms, slashing processing time from 4 hours to 10–30 minutes per image.
Advanced research capabilities: Delivered granular movement data and actionable metrics, transforming traditional nanotech workflows into ML-driven, high-impact research tools.

A cargo-sorting DNA robot. (n.d.). https://www.science.org/doi/10.1126/science.aan6558

Featured Projects

Amano

Emotion-Based Song Recommendation System that provides personalized song suggestions using Reinforcement Learning and Spotify's API.

Amano

Image Insight

A web-based tool designed for postdoctoral researchers to automate complex data analysis tasks, significantly increasing research productivity.

Image Insight

Mine Alliance

Fullstack platform that integrates ChatGPT-4 for sustainable mining site impact assessments, reducing response times by 40%.

Mine Alliance

Avisol

An automated air traffic pathfinding system that utilizes algorithm optimization to reduce computation time for managing autonomous vehicles.

Avisol

SafeSide

A personal safety app designed for active shooter emergencies, providing real-time location tracking, monitored updates, and tailored evacuation routes using BLE beacons and Google Maps.

SafeSide

Heat Wave

A responsive web app designed to help users stay safe during heat waves by providing real-time weather alerts, safety guidelines, nearby hospital locations, and emergency contact options.

Heat Wave