Sravya Datla
Data Scientist & AI/ML Engineer | Alumni @ Webster University | 5+ Years in Generative AI, Machine Learning & Predictive Modeling | Turning Data into Actionable Business Insights
- Role
- Ai Ml Engineer at Morgan Stanley
- Location
- Dallas, TX, US
- LinkedIn followers
- 500 followers
About Sravya Datla
AI/ML Engineer with 5+ years of experience developing reinforcement learning, LLM, and…
Experience
Ai Ml Engineer
Aug 2024 — Present · US
Developed a Retrieval-Augmented Generation (RAG) pipeline using Hugging Face Transformers and LangChain, enabling analysts to query 8M+ insurance reports, policy documents in natural language. • Fine-tuned LLaMA-2 and Falcon models on proprietary insurance datasets, improving context recall and reducing hallucination rates by 28% in actuarial and investment insights. • Built document ingestion pipelines with ETL + MLflow, storing embeddings in FAISS on AWS S3 and EC2, cutting average query latency from 3.2s to 1.1s. • Deployed LLM endpoints via TensorFlow Serving and FastAPI on Kubernetes clusters in AWS, serving daily analyst queries at 99.9% uptime. • Designed A/B testing framework comparing RAG responses to legacy search; demonstrated 34% higher accuracy in surfacing relevant financial and insurance insights for research teams.
Education
Webster University
Computer/Information Technology Administration and Management
BVRIT Hyderabad
Bachelor of Technology, Computer Science
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