Sharanya Sridharan

• Working on an LLM-based research pipeline to automate knowledge-transfer classification from annotated programming transcripts and identify episode outcomes such as assimilation, trust, gave-up, lost-sight, and unnecessary. • Building the system to reconstruct transcript episodes from JSON annotations, classify them using local LLM inference, and evaluate performance with accuracy, per-class metrics, and confusion matrices. • Using Python, PyTorch, Hugging Face Transformers, Qwen2.5-3B-Instruct, pandas, t

Working on frontend test automation and RAG-based AI features for an enterprise web application. • Designed and implemented a scalable Playwright end-to-end testing framework covering critical frontend workflows, including authentication, navigation, form interactions, document views, search/filter flows, and API-driven UI states. • Implemented a LlamaIndex-based RAG system with document parsing, chunking, indexing, hybrid vector retrieval, context assembly, configurable retrieval parameters, and source-bac

As a member of the performance engineering team, I focus on both manual and automated testing, as well as data analysis and reporting. I've accepted responsibility for GATE Test Suite, which is performed for each new release of our software. Optimized scripts, modularity, and automated elements of the CI/CD pipeline, increasing the efficiency of recurring tests. In addition, I've been working on a CI Jenkins job to automate our benchmarking testing across all cloud platforms.

I was involved in the development of a currency converter, including its pipeline interaction, using JavaScript, MongoDB, and Node.js as the chosen tech stack.

Ranked among India's brilliant 124 out of 15,000 women engineers by Google for professional training, this 2-year Google-supported professional development scholarship program by TalentSprint features coding boot camps, team-based projects, live online sessions, and personalized mentoring by Google engineers.

I collaborated on the front-end development of Raahee's official website, utilizing React.js and Strapi to introduce new features and enhance existing ones. I assisted in the transition from MongoDB to Strapi as the backend, carried out design modifications, addressed any responsiveness issues, and handled a few special cases.