Srigandhrav Gaikwad — Product Engineer

I came to the U.S. in 2023 to pursue my Master’s at USC, with a vision of building technology that solves real-world problems. The journey hasn’t always been easy. Relocating, adapting, and proving myself in a new environment came with its share of setbacks. But every challenge shaped me into a stronger engineer. From working at a bootstrap startup where I helped save $13K+ annually through smarter engineering decisions, to leading scalable backend transformations and deploying ML-powered features that doubled conversion rates, I’ve learned how to create impact where it matters most: improving products, cutting costs, and delivering results. What drives me is growth, both personal and professional. I’ve grown from writing simple scripts to designing full microservices architectures, from testing APIs to optimizing end-to-end product experiences. Along the way, I’ve added value by combining technical depth with startup agility. I’m excited to continue this path, building systems that scale, applying data-driven thinking, and contributing to teams that thrive on innovation. Top Skills -> Backend Development (Python, NodeJS, Go) -> Cloud & DevOps (AWS, GCP, CI/CD) -> Data Science & Machine Learning -> Microservices Architecture & API Design -> Data Visualization (Tableau, Power BI, Matplotlib)

Stackforce AI infers this person is a Backend and Cloud Engineer with a strong focus on E-commerce and EdTech solutions.

Location: Sunnyvale, California, United States

Experience: 1 yr 9 mos

Skills

Backend Development
Cloud & Devops
Data Science & Machine Learning
Microservices Architecture & Api Design
Test Automation
Database Management

Career Highlights

Saved $13K+ annually through smarter engineering decisions.
Led scalable backend transformations and deployed ML-powered features.
Excited to build systems that scale and drive innovation.

Work Experience

University of Southern California

Research Assistant (10 mos)

Machine Learning Engineer (11 mos)

Student Worker (3 mos)

Stealth Startup

Software Development Engineer (11 mos)

eQ Technologic

Software Development Engineer in Test (11 mos)

ABS Certifications India Pvt. Ltd. Partner - TUV Austria

Software Engineer (8 mos)

Openhouse

Engineering Intern (1 mo)

Knowledge Solutions India

Project Intern(ML) (3 mos)

Education

Master of Science - MS at University of Southern California

Bachelor of Engineering - BE at Pune Institute of Computer Technology

10th-SSC at St. Aloysius Convent High School, Bhusawal

Srigandhrav Gaikwad

Product Engineer

Sunnyvale, California, United States1 yr 9 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Saved $13K+ annually through smarter engineering decisions.
Led scalable backend transformations and deployed ML-powered features.
Excited to build systems that scale and drive innovation.

Stackforce AI infers this person is a Backend and Cloud Engineer with a strong focus on E-commerce and EdTech solutions.

Contact

Skills

Core Skills

Backend DevelopmentCloud & DevopsData Science & Machine LearningMicroservices Architecture & Api DesignTest AutomationDatabase Management

Other Skills

Linux ServerPython (Programming Language)JavaScriptAmazon Web Services (AWS)AWSMachine LearningNode.jsGenAIRetrieval-Augmented Generation (RAG)SeleniumJavaPostman APISpring BootPostgreSQLDatabase Management System (DBMS)

About

Experience

1 yr 9 mos

Total Experience

11 mos

Average Tenure

10 mos

Current Experience

University of southern california

3 roles

Research Assistant

Aug 2025 – Present · 10 mos · Los Angeles, California, United States · Remote

Machine Learning Engineer

Promoted

Jan 2024 – Dec 2024 · 11 mos · Los Angeles, California, United States · On-site

GenAIMachine LearningRetrieval-Augmented Generation (RAG)Data Science & Machine Learning

Student Worker

Sep 2023 – Dec 2023 · 3 mos · Los Angeles, California, United States · On-site

Stealth startup

Software Development Engineer

May 2024 – Apr 2025 · 11 mos · Los Angeles Metropolitan Area · On-site

Led ReactJS and CSS optimization of checkout & product pages; ran controlled A/B tests that reduced cart abandonment by 30% and increased conversion by 25%.
Built an ML-based recommendation engine using behavioral signals, resulting in a ~2× lift in checkout conversion.
Refactored the backend from a monolith to microservices, enabling independent deployments and improved scalability.
Implemented CI/CD with GitHub for a ReactJS + Node.js e-commerce platform; integrated AWS (ECR, S3, EC2) to automate reliable deployments.
Website: https://usesweettooth.com/

Linux ServerPython (Programming Language)JavaScriptAmazon Web Services (AWS)Backend DevelopmentCloud & DevOps

Eq technologic

Software Development Engineer in Test

Aug 2022 – Jul 2023 · 11 mos · Pune, Maharashtra, India · Hybrid

Enhanced automation frameworks using Selenium, PyTest, and Postman, integrating them with CI pipelines to accelerate regression testing by 30%.
Achieved a 40% reduction in post-deployment defects through robust API automation and parallel test execution.
Standardized defect triaging processes, improving sprint predictability and reducing recurring bugs by 40%.
Contributed to a dynamic startup environment at eQ Technologic, focusing on innovative software testing solutions.

SeleniumJavaTest AutomationPostman API

Abs certifications india pvt. ltd. partner - tuv austria

Software Engineer

Sep 2021 – May 2022 · 8 mos · Pune, Maharashtra, India · Hybrid

Developed an Employee & Training Management System using Java, Spring Boot, and PostgreSQL to streamline compliance records.
Designed real-time dashboards for skill and certification tracking, enhancing audit readiness by 35%.
Automated deployment processes on Linux servers with CI/CD scripts, ensuring system availability during ISO audits.

JavaSpring BootPostgreSQLBackend Development

Openhouse

Engineering Intern

Mar 2021 – Apr 2021 · 1 mo · Pune, Maharashtra, India · Remote

Collaborated with a multidisciplinary team to develop 70% of a feature-rich online education platform for teachers and students.
Contributed to 25% of database management using MySQL, PostgreSQL, MongoDB, and Firebase.
Implemented data models, optimized queries, and ensured seamless data retrieval and storage.
Explored and implemented additional features like discussion forums and live chat to enhance user engagement.

Database Management System (DBMS)MySQLJavaScriptDatabase Management