Ohio, USA • ESTMUKESH
GUNTUMADUGU
A full-stack software engineer building robust enterprise applications, automated test systems, and scalable backends, taking major modules from design through to production.
ENGINEER, developerAlways curious and happiest when building—turning ideas and worthwhile problems into working products I can test, improve, and ship for people to use.,
ARCHITECT
Full-Stack Developer with 2.1 years of professional experience developing and maintaining enterprise applications across two projects. Delivered production hotfixes, resolved defects across multiple modules, and contributed to unit testing, test scenarios, test case creation, and overall code quality. Owned four major modules end-to-end, from technical design and development through testing and production support. Currently pursuing my Master’s degree in Computer Science, with additional experience as a Java Teaching Assistant and Graduate Assistant.
I like being involved in the whole journey, from thinking through the architecture and improving model performance to ensuring the final product actually works well for the people who use it. I enjoy solving tough technical problems, identifying performance bottlenecks, handling edge cases, and staying close to a project from the early design stage through production.
Education
Work Experience
THINGS I'VE builtIndependent projects I built to explore ideas, solve real-world problems, and create something useful.
System Monitoring Alarm System - App
Native Android app with real-time React dashboard
Studyken Portal
Static study portal pipeline compiler
MicroRTS AI
Intelligent tactical AI agent for real-time strategy
User Interaction on the Web eye tracking
JS-based hands-free navigation framework
LLM Game Mesh
Generates 3D game object meshes from text
DDP (Dance Dance Prompting)
Algorithmic rhythm game step chart generator
Universal Commerce Protocol
Enabling direct AI transactions via UCP integration
WHERE I'VE workedRoles & Internships
Prodapt
Developed SUDS (Margin), Customer Creation, Taxation, and Interface monitoring code for Verizon PBW(Prime Billing Wholesale)/PBEE (Prime Billing Enterprise Edition)/ PB(Prime Billing) using Python, Java 17, J2EE, Spring Boot, Kafka, Perl, XML, SQL & PL/SQL based on functional requirements with Unit Testing.
Played a key role in usage/non-usage rating modules in PBW by implementing bug fixes based on functionality changes and performance tuning in PL/SQL scripts in the E2E phase. Implemented the entire code for the Margin module, which helps to know the profit, area spike, and trend analysis on a big scale.
Managed to automate the process in SUDS and successfully processed 716 million rows of data daily without a go-live blockage. Improved load performance by 28%.Made code changes for non-usage customer plans, gathered information from servers, and made proper tax changes for the customers. Knowledge was transferred to 3 people in my team and trained freshers.
Conducted code inspection in Prime Biller Extended Edition (PBEE)Verizon projects to ensure bug-free code in development environments, synchronized with other environments. Helped to gather information and tackle blockers for the Interface Monitoring module, which detects any issues in the entire project(152 modules), and an automated email notification script.
Contributed to the Development, Architectural design, Technical Design Document, System Testing (ST), sanity testing, System Integration Testing(SIT), and E2E in Suspense file handling, T1 min & Netcap testing while having bandwidth in the project.
Ohio University
Conducted technical code reviews and debugging sessions, analyzing Java codebases to identify logic errors, optimize algorithm performance, and enforce coding standards.
Guided developers through the software development lifecycle (SDLC) for their final projects, emphasizing object-oriented programming (OOP) principles, clean code architecture, and the integration of Java-based frontends using JavaFX, Thymeleaf, JSF, and JSP.
Acted as a technical subject matter expert during dedicated office hours, breaking down complex programming paradigms and providing hands-on troubleshooting support to resolve software bugs.
Collaborated on refining technical documentation and laboratory requirements, ensuring a practical and industry-aligned development environment.
Ohio University
Administer and maintain IT infrastructure by troubleshooting hardware, software, and core network protocols, gaining hands-on experience with the backend infrastructure that powers distributed systems.
Execute automated, enterprise-level OS provisioning (SCCM/PXE) in a manner similar to DevOps Infrastructure-as-Code (IaC), standardizing device configurations and streamlining software delivery.
Automate routine IT administrative tasks using Python, Java, PowerShell, and Bash scripting, significantly reducing manual configuration time and optimizing device lifecycle workflows.
WHAT I'VE publishedResearch
Dance Dance Prompting: Generating Stepfiles with Large Language Models
Abstract—Creating rhythm game beatmaps is challenging because it requires accurate timing, good playability, and the proper level of difficulty. In this paper, we examine how multimodal large language models (LLMs) can generate human-curated beatmaps from music. We have implemented a Director-Actor approach in which the Director handles rhythm and structure, while the Actor selects actions from approved patterns using HDBSCAN clustering. This system removes structural mistakes and simplifies charts. We tested zero-shot and fine-tuned models on datasets. After fine-tuning, Qwen2-Audio achieved the best overall performance, with a 77.0% onset detection rate, 97.3% style similarity to human-made charts.whereas Gemini 2.5 Pro achieved 31.40% in accuracy 2. Compared with other models, Music-Flamingo performed best on step Density Error at 5.6%.
Index Terms—StepMania, beatmap, onset, supervised fine-tuning, HDBSCAN, atomic tokenization
WHERE I'VE studiedAcademics
Ohio University
Completed exclusively 6000-level advanced coursework, mastering broader computer science concepts in profound depth. As a Master's student, focused solely on the highest-level subjects offered by the university, culminating in specialized thesis research.
KMM Institute of Technology and Science, India
Built a rigorous foundation in computer science fundamentals, mastering complex algorithms, database systems, and software architecture. Beyond excelling in coursework, I actively contributed to the university community by teaching core Java concepts in laboratory sessions. In this role, I mentored peers in object-oriented programming, debugging, and software design, further solidifying my own technical expertise.