At Ramana Soft Tech Solutions, I built data preprocessing, feature engineering, and EDA pipelines that reduced preprocessing time by 30%. I also developed and tuned machine learning models and prototyped Generative AI solutions to automate analysis tasks.
In my AI YouTube Fact-Checker project, I created a CrewAI multi-agent pipeline and a Streamlit dashboard, reducing manual verification time by about 70%. I also integrated transcript extraction and custom RAG retrieval for claim checking.
I’ve built a RAG SQL Customer Chatbot with FAISS and a Stroke Classification MLOps pipeline using MLflow, Docker, FastAPI, and GitHub Actions. My projects also include a real estate RAG assistant, and my work spans LLM applications, model deployment, and data science.
