QA Automation Engineer with 4+ years in AI/LLM Testing & Python
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ISTQB-Certified Quality Analyst with 4+ years of experience transforming traditional QA frameworks into AI-driven testing pipelines. Expert in Python, Selenium, and AI/LLM testing architectures. Demonstrated success in deploying RAG-based QA assistants and fine-tuning models to increase testing accuracy by 30%. Focused on utilising Agentic AI to streamline CI/CD pipelines and automate complex end-to-end regression flows.
Abacus Institute of Engineering & Management
B.Tech · Civil Engineering
August 1, 2016 – June 30, 2019
CODECLOUDS IT Solutions Pvt. Ltd.
Executive Quality Analyst
July 1, 2023 – Present
Kolkata, West Bengal, India
Intelgic Technologies Pvt. Ltd.
Quality Analyst
February 1, 2022 – July 1, 2023
Kolkata, West Bengal, India
Webguru Infosystems Pvt. Ltd.
Software Tester
November 1, 2021 – February 1, 2022
Kolkata, West Bengal, India
MAYBRIGHT VENTURES PRIVATE LIMITED
Operation Executive
May 1, 2021 – October 1, 2021
Kolkata, West Bengal, India
AI-Powered QA Assistant using RAG
November 1, 2025 – June 1, 2026
Built a RAG-based QA Assistant generating structured test cases, reviewing edge scenarios, analysing bug reports, and answering QA queries from a knowledge-grounded LLM. Integrated ChromaDB (vector store) + Ollama (local LLM) for context-aware prompt engineering and regression coverage recommendations.
Albumsurf - E-Commerce Shopify QA
January 1, 2024 – February 1, 2025
Automated critical modules: Offer Mgmt., Affiliate Mgmt., Advertiser Postbacks, Conversion Tracking. API testing with Postman; JMeter performance testing for click/conversion APIs; cross-browser & device validation. Designed and executed manual and automated test cases for critical modules like Offer Management, Affiliate Management, Advertiser Postbacks, and Conversion Tracking.
AI & Agility
Scrum Alliance
June 1, 2026 – Present
Claude Code in Action
Anthropic
June 1, 2026 – Present
Testing AI Apps
The Test Tribe
June 1, 2026 – Present
Gen AI & AI Agents for Testing
Udemy
June 1, 2026 – Present
ISTQB Foundation Level - CTFL
India Agile Methodology Institute
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's diverse project experience, including AI-powered QA assistants and e-commerce platforms, demonstrates adaptability and a broad skill set. Their continuous learning through multiple AI/GenAI certifications indicates a proactive approach to skill development and a strong alignment with evolving technological landscapes, which is beneficial for a dynamic work culture. The role progression from Software Tester to Executive Quality Analyst shows growth and commitment.
Soft Skills & Operational Fit
The candidate's project descriptions highlight problem-solving (optimizing script development, improving testing accuracy) and collaboration (Agile sprints). Experience in managing multi-task workloads in fast-paced sprints suggests strong prioritization and operational efficiency. The focus on AI-driven solutions indicates an innovative mindset.