About

Senior SDET | AI/ML Engineer

Senior SDET with 7+ years of experience building robust test frameworks in Java and C#. Most recently at KandaSoft, where I led automation across 5 squads, achieved 98% test coverage, and built E2E frameworks with Playwright and WireMock.

Now transitioning into AI/ML Engineering, pursuing an MSc in Computer Science (AI) at Queen Mary University of London. My thesis research combines deterministic rule-based systems with Large Language Models to automate test case generation from user stories -- bridging QA engineering with applied AI.

Previously built BDD frameworks at JPMorgan Chase, and established automation strategies at U.S. Bank and Swift Prepaid Solutions. My goal: leverage deep QA domain expertise with modern AI/MLOps to build intelligent engineering systems.

Experience

7+ years

Focus

AI/ML Engineering

Education

MSc AI, QMUL

Experience

Senior SDET / AI Engineer

KandaSoft · 2022 -- Present

Led automation across 5 squads, 98% test coverage, built hybrid AI test generation pipeline (rule-based + LLM), ChromaDB RAG, ADO integration

QA Automation Lead

JPMorgan Chase & Co. · 2019 -- 2021

Migrated 300+ test cases to BDD Cucumber, reduced PVT execution time by 80%

Senior QA / QA Engineer

Swift Prepaid Solutions / U.S. Bank · 2017 -- 2019

Built automation frameworks from scratch, enhanced testing efficiency by 80%

Skills

Languages

JavaPythonC#TypeScriptSQL

AI / ML

LLM Orchestration (OpenAI, Gemini, Anthropic)RAG / ChromaDBNLP / spaCyPrompt EngineeringEmbeddings & Vector Search

Test Automation

Selenium WebDriverPlaywrightAppiumRestAssuredWireMockCucumber / BDDJUnit / TestNG / NUnit

Infrastructure & Tools

DockerAzure DevOps / PipelinesJenkinsSpring BootFlaskGitMavenMongoDBOracle / MySQL

Certifications

Oracle Certified Professional Java SE 8AWS AI PractitionerAzure AI FundamentalsAzure Data Fundamentals

Get in Touch

Interested in AI-powered engineering solutions, collaboration, or just want to connect?