About Me
Software Development Engineer
Recent Computer Science graduate from ASU with 5+ years of experience in full-stack, backend, and cloud-native development. Proficient in Java, Python, React, and AWS with a strong foundation in system design, performance optimization, and scalable architecture.
Technical Stack
Languages & OOD
Technologies & DevOps
Cloud & Databases
AI / ML Libraries
Professional Experience
Software Developer
June 2024 — PresentMindSigns Health, USA
- Refactored JMeter suite, removing hard-coded identifiers and adding automated cleanup for consistent, repeatable test cycles.
- Implemented OWASP-aligned JWT management with AWS Cognito API, resolving all vulnerabilities from external penetration test.
- Redesigned EEG upload/ingestion flows and contributed key UI integrations with Expo for the React Native application.
Software Engineer 2
Sept 2021 — July 2023HERE Technologies, Mumbai, India
- Engineered 4 production-ready microservices on AWS S3 & Kubernetes, improving accuracy by 20% with 87% test coverage.
- Revamped CI/CD pipelines with GitLab & EKS, raising completion rates from 20% to 80%.
- Executed 100+ JMeter load tests, identifying 30+ performance bottlenecks across real-time data workflows.
Information Technology Executive
July 2019 — Sept 2021Siemens Limited, Mumbai, India
- Led design and deployment of a Mendix mobile app for 20,000+ employees with significant load time improvements.
- Mentored two junior engineers in cloud deployment, CI/CD integration, and secure development practices.
- Built a cloud-native platform (ReactJS, OracleDB, AWS) for the Scholarship Program, serving 5,000+ users.
Education
Master of Computer Science
Aug 2023 — May 2025Arizona State University, Tempe, AZ — GPA 4.0 / 4.0
Foundations of Algorithms, AI Planning & Learning, Software Security, Data Mining, Blockchain, Data Processing at Scale
Bachelors in Computer Engineering
June 2015 — May 2019St. Francis Institute of Technology, Mumbai, India — GPA 3.8 / 4.0
Data Structures, Algorithms, OS, Computer Networks, AI, Machine Learning, Soft Computing
Research Papers
GUS Framework: Benchmarking Social Bias Classification
ARXIV, Oct 2024Co-Author — BERT-based multi-label framework for detecting social biases, achieving 0.80 F1. Read Paper
NLP-based Text Summarization and Querying Model
IEEE ICISC, Aug 2020Author — TF-IDF & CoreNLP pipeline achieving 58% text compression. Read Paper
Naive Bayes Classification on Student Placement Data
Springer, June 2019Author — Comparative study across Python, WEKA, R, and Orange. Read Paper
Semester GPA Estimation System
IEEE ICOEI, Dec 2018Co-Author — Predictive tool achieving 90%+ simulation accuracy. Read Paper
Featured Work
Siemens Scholarship Program
Text Summarization & Querying
Pointer Analysis System
Snake and Ladder
Essential Items Tracker
Service Orchestration Framework
Certificates & Awards
Mendix Rapid Developer
Low-code application development certification
AWS Developer Associate
Cloud-native development and AWS services
Frontend Web Dev — ReactJS
HKUST through Coursera
Special Recognition — Siemens
All-round excellence at Business Conference 2020
NSS Certificate
2 years community service volunteer
Pragati — Runner Up
Intercollegiate Software Project Competition
Football is Life Coach
2-year program with Atletico de Madrid
What People Say
I worked together with Umang on bringing a software solution into production. Umang proved to be a reliable partner who drives topics forward, develops solutions to unforeseen issues and goes the extra mile for reaching the common goal.
Dr. Dominik Hoerndlein
Incubation Manager, SiemensI enthusiastically endorse Umang as an outstanding professional who consistently achieves remarkable results. His expertise coupled with his adeptness at analyzing data and devising innovative solutions has proven invaluable.
Dipti Shevalekar
SDET at MetamorphickI found him remarkably dedicated about his studies. He has consistently been amongst the top rankers of his batch. He showcased expertise by publishing a technical paper at the prestigious IEEE conference.
Dr. Bidisha Bhaumik-Roy
Professor, SFIT MumbaiHe consistently demonstrated exceptional productivity, diligence, and a forward-thinking approach. His dedication to continuous improvement makes him an invaluable asset to any team.
