Siva Sai Srinivas Gurrala

Data Scientist @LTIMindtree

Hyderabad, IN

AskDEER – Enterprise RAG Chatbot (DEER Platform)Developed a production-grade RAG chatbot serving 2K+ front-office users (COOs, NFR Ops), boosting operational efficiency and capacity:Reduced BAU workload by 60%, latency by 40%, improved MRR from 0.68 → 0.89, and achieved >85% context precisionDesigned hybrid retrieval (FAISS + BM25) with cross-encoder re-ranking, Redis caching, and operational guardrailsDelivered $20K annual savings and $1M long-term benefit, deployed on Kubernetes with CI/CDAutomated Test Case Generation PipelineBuilt a LangChain + GPT-4 pipeline to auto-generate, qualify, and validate test cases, fully integrated with CI/CD:Cut manual QA effort by 70% and accelerated release cycles by 50%Improved test coverage by 30% and defect detection by 25%Enabled real-time feedback loops, increasing CI/CD pipeline efficiency and reliability

Gitam University, Hyderabad

Bachelor's degree