I build test automation that ships software faster and safer.
14+ years leading quality engineering across BFSI, trade finance, and AI platforms. I've automated 1000+ API endpoints, cut defect leakage by 80%, and reduced manual LLM testing effort by 70%.
About me
My QA career started with one question: what makes software reliable? Fourteen years later I'm still answering it, now with automation frameworks instead of spreadsheets.
I've tested banking platforms at Oracle, trade-finance AI at Cleareye.ai, and banking and trading systems at LTIMindtree, plus enterprise platforms at UST and Tech Mahindra. Along the way I moved from writing test cases to designing the frameworks teams build on: Python and Java automation, API and performance suites, and CI/CD pipelines that catch defects before customers do.
The last 3 years pulled me into AI testing. I built a Python framework that validates LLM model accuracy against defined KPIs, which cut manual validation effort by 70% on a production document-intelligence platform.
When I'm leading a team, my measure of success is simple: releases go out faster, fewer defects come back, and the engineers I mentor outgrow me.
“Quality means doing it right when no one is looking.”— Henry Ford. The quote my whole career keeps proving true.
What I do
Test automation architecture
Framework design from scratch or migration from legacy stacks. Robot Framework, Selenium, Playwright, REST Assured, Pytest, TestNG. Built for maintainability: page objects, modular layers, CI/CD-ready.
AI & LLM model testing
Accuracy validation for AI models with measurable KPIs. I design test datasets, scoring logic, and automated pipelines that tell you exactly how your model performs release over release.
API test automation
End-to-end API coverage with Postman, Newman, and REST Assured. 1000+ endpoints automated on a single trade-finance platform, with schema, business-rule, and contract checks gating every release.
Performance & reliability engineering
Non-functional requirements treated as first-class. I design load and stress tests that mirror real production traffic with JMeter and Azure Load Testing, surface bottlenecks early, and keep systems stable under peak banking volumes.
QA leadership & team enablement
Test strategy, quality KPIs, defect metrics, and team upskilling. 15+ training sessions delivered; teams of up to 11 engineers led and mentored.
Experience
14 years across BFSI, trade finance, AI document intelligence, and enterprise platforms.
LTIMindtree
Leading migration from a legacy automation framework to Robot Framework with AI-integrated reporting. Execution 60% faster; management gets real-time test insights.
Cleareye.ai
Built a Python framework for LLM accuracy testing (70% less manual effort). Automated 1000+ API endpoints with Postman (80% less defect leakage). Led a team of 11; ran 15+ training sessions. JMeter + Azure Load Testing for performance.
Oracle
Automated UI and REST API testing with Serenity & Selenium (80% faster testing). Containerized test environments with Docker and Kubernetes (50% faster setup).
UST Global
Led web-service automation for a SaaS platform (90% defect rate reduction). CI/CD pipeline improvements delivered 25% faster releases.
Microsystems LLC
Designed a Selenium Page Object Model framework (40% efficiency gain). Selenium Grid + TestNG + Maven execution setup.
Tech Mahindra (Mahindra Satyam)
Managed 1000+ test cases, regression testing with Selenium, 100% QA process compliance.
Skills
Automation
API & performance
AI testing
DevOps & tooling
What colleagues say
“He treated NFRs as first-class citizens, designed test strategies that mirrored real production stress, and surfaced issues early enough to be solved properly. He's calm under pressure, takes ownership without being prompted, and is honest about trade-offs. I'd hire him again without hesitation.”
“Rohit's deep expertise in architecting robust automation frameworks, particularly with AI model and API automation testing, has remarkably elevated our product quality by significantly reducing defect leakage and manual testing efforts.”
“From day one, Rohit stood out as a technically sound and highly approachable leader. His hands-on involvement ensured we stayed aligned on quality while always pushing for innovation. Rohit is the kind of leader who leads not just with skill, but with empathy.”
“Even without a direct reporting line, his leadership stood out. His work on API automation and AI model testing was always reliable and well thought out. He's someone who leads by example and delivers with clarity.”
“He was instrumental in designing and maintaining scalable test automation solutions that significantly reduced manual effort and improved test coverage. His proactive approach to identifying bugs early saved our team a great deal of time and rework.”
From the blog
Let's talk quality
Hiring for a senior QA role, or need help with automation strategy or AI model testing? I reply within 24 hours.
📍 Technopark Phase I, Kulathoor, Thiruvananthapuram, Kerala, India