Results-driven QA Engineer with 3+ years of experience specializing in AI/ML testing, automation frameworks, and full-stack quality assurance. Passionate about exploring cutting-edge technologies, particularly interested in opportunities involving RAG (Retrieval-Augmented Generation) systems and Agentic AI architectures.

• 🤖 AI/ML Testing Expert - Specialized in testing LLM models, RAG systems, and Agentic AI workflows
• ⚡ Automation Specialist - Proficient in Robot Framework, Selenium, Playwright, and pytest
• 🔬 Full-Stack Testing - Experience with Frontend (React.js, Node.js) and Backend (Python, REST APIs)
• 🐳 DevOps Integration - Docker containerization, Kubernetes, CI/CD pipelines
• 📊 Data-Driven QA - SQL, data analytics, performance testing (Locust, JMeter)
• 🎮 Content Creator - Gaming YouTube channel with 12,300+ subscribers and growing community

January 2024 – Present | Remote

• ✅ Automation Framework: Executed comprehensive automation testing using Robot Framework with Docker containerization for scalable test execution across multiple VM/Container environments
• 🔄 CI/CD Integration: Developed custom mailing system for automated test report delivery in GitHub CI/CD pipelines using Robot Framework, HTML, and Python
• 🌐 Cross-Browser Testing: Developed and maintained automated test suites using Selenium WebDriver and Playwright for comprehensive UI automation
• 🔌 API Testing: Performed extensive API testing using Postman, validating REST endpoints, request/response payloads, and authentication workflows
• ⚡ Performance Testing: Conducted load and performance testing using Locust and Apache JMeter to evaluate system scalability and identify bottlenecks
• 🤖 LLM Testing: Executed specialized testing of Large Language Models and Generative AI systems to ensure accuracy, reliability, and response quality
• 📚 RAG Systems: Validated RAG (Retrieval-Augmented Generation) system performance, testing document retrieval accuracy and contextual response generation
• 🎯 Agentic AI: Tested Agentic AI workflows, ensuring proper task execution, decision-making logic, and multi-agent coordination
• 📊 Test Management: Developed and executed test cases using Excel, leveraging AI tools and data analytics for test coverage optimization
• 🐛 Defect Tracking: Efficiently logged, tracked, and managed defects using GitHub Issues and Jira for streamlined bug resolution
• 🗄️ Database Testing: Performed database testing and SQL query validation to ensure data integrity and backend functionality
• 🔗 Full-Stack Collaboration: Collaborated with frontend (React.js, Node.js) and backend (Python) development teams for end-to-end quality assurance

September 2021 – January 2024 | Remote

• 🏦 Predictive Analytics: Led predictive analytics project on bank churn incident prediction for PNC Bank, delivering actionable insights through machine learning models
• 🚀 Marketplace Apps: Developed and deployed production-ready applications for Katonic Marketplace using Streamlit framework
• 💬 NLP Applications: Created Sentiment Analyzer application using NLP techniques for text classification (positive, negative, neutral sentiment detection)
• 😷 Computer Vision: Built Mask Detection application leveraging computer vision and deep learning models
• 🧪 Platform Testing: Tested and contributed to Katonic MLOps & GENAI Platform, ensuring quality across AI/ML pipelines
• 🤖 Generative AI Chatbots: Developed and deployed Generative AI chatbots using industry-specific data from banking and financial sectors
• 📈 Data Visualization: Created interactive data visualizations and dashboards using Plotly for complex data analysis

January 2020 – March 2020 | Mumbai

• 🛡️ Security Testing: Conducted thorough testing of security-related user interfaces for enterprise security software
• 💻 Cross-Platform: Successfully integrated and tested UI compatibility with both Linux and Windows environments
• 📝 Manual Testing: Performed manual testing and documented test cases for security feature validation

🌟 Highlighted Projects

🤖 Document Knowledge Retrieval (RAG System) Multi-agent RAG system powered by CrewAI, Milvus, and OpenAI Upload documents and ask questions using natural language - AI agents will find relevant information and synthesize comprehensive answers.	🎨 Digital Portfolio App Modern, interactive digital portfolio with dual themes Comprehensive web application designed to showcase professional profiles, skills, and achievements with modern CSS animations and AI/ML-inspired effects.
📊 EA Stock Streamlit Dashboard Interactive dashboard with stock data and user analytics Combining EA stock data (price, dividends, stock splits) with user behavior analysis. Features dynamic charts, filters, and insights into historical performance.	🤖 Robot Framework GitHub Action GitHub Action for automated Robot Framework testing Run Robot Framework tests using Docker containerization. Enables automated CI/CD testing workflows for continuous integration pipelines.

🧠 Machine Learning Projects

• 💬 Sentiment Analyzer App: NLP-based application that analyzes sentiment in text (positive, somewhat-positive, negative, somewhat-negative, or neutral). Uses natural language processing techniques to detect sentiment in social data.

• 😷 Face Mask Detector Using OpenCV & Python: Computer vision solution addressing COVID-19 safety compliance by automatically detecting face mask usage. Built with Python, OpenCV, and TensorFlow.

🔗 View All ML Projects

Bachelor of Engineering (Electronics & Communication)
RKDF University, Bhopal | 2019
College Internship: ZCODE TECHNOLOGY - C++, Java, Python, and IC Programming

Higher Secondary Certificate
Lords Universal Junior College, Mumbai | 2015
Specialization: Electronics 1 and Electronics 2

ICSE Secondary Education
Prime Academy ICSE & International, Mumbai | 2012
Specialization: Technical Drawing Application

🚀 Quality Assurance Engineer @ Katonic.ai

• Leading quality assurance initiatives for cutting-edge MLOps and AI platforms
• Developing comprehensive test automation frameworks using Python and Playwright
• Collaborating with cross-functional teams to ensure product quality and performance optimization

• ✅ 70% reduction in manual testing effort through automation
• ✅ 45% improvement in bug detection rate
• ✅ 5+ major product releases with successful testing infrastructure
• ✅ 12K+ subscribers on YouTube gaming channel
• ✅ 50K+ total views across content creation

🎯 IshanGaming96

• 🎮 Gaming tutorials and reviews
• 💻 Tech tutorials and programming content
• 🚀 Live streaming and community interaction
• 📈 Growing subscriber base and engagement

• 🚀 Master OpenCV for computer vision applications
• 🎮 Develop Unity 3D games and share tutorials
• 🤖 Enhance Robot Framework & Playwright automation expertise
• 🤖 Build more AI/ML projects with RAG and LLMs
• 📊 Build More Web and UI based Applications and Websites
• 📊 Create advanced Streamlit data applications
• 💡 Contribute to open-source projects
• 🎯 Grow YouTube channel to 15K+ subscribers
• 🔧 Expand DevOps & Cloud knowledge with Kubernetes

🚀 Building the Future with Code & Creativity