Mar 2023 – Present · 3 yrs · Chennai, Tamil Nadu, India · Hybrid

• Developed a GenAI-powered test automation application using LangChain, VectorDB, and Ollama, enabling 50% faster API discovery and improving API recommendation accuracy by 40% through a Retrieval Augmented Generation (RAG) model.
• Designed an interactive UI with Streamlit, optimizing query response time by 30% and enhancing user engagement by 60%, while automating API selection and guidance, reducing manual effort by over 70%.
• Developed a smart Test Automation Software for testing device network speed, significantly reducing manual effort by 90%. Utilized C# and .NET Framework to integrate features like plugins and Web APIs, facilitating easier device compatibility for testers
• Engineered an application to automate the retrieval of pcapng files for specific time duration through secure Web API requests, resulting in an 80% reduction in manual effort.
• Contributed to crafting a Web API and front-end interface using ASP.NET Web API and React Js. Empowered users to write Python scripts, execute tests, and analyze results on the screen, enhancing their experience by 50%. Additionally, devised a feature enabling users to crop and store images for future testing. Engineered another component allowing users to effortlessly manage their directories, ensuring efficient organization and accessibility of data.
• Implemented user authentication process using ASP.NET Core Identity, ensuring secure access and data protection for over 1000 users.