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Senior Machine Learning Engineer @高盛
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WORK HISTORY
Senior Machine Learning Engineer @高盛
Dallas, TX, US
Delivered production-grade RAG chatbots and analytics for internal banking users from data ingestion and embeddings to hybrid retrieval and LLM generation on AWS. Built pipelines with LangChain/LangGraph, Bedrock (Titan/GPT4), OpenSearch/FAISS, and automated MLOps with Lambda/Step Functions/CloudWatch and Jenkins. Drove measurable gains in response relevance and latency, plus delivered risk and forecasting models (e.g, SageMaker XGBoost for loan default, ARIMA/Prophet for revenue). Implemented secure APIs (FastAPI/Flask, JWT, PostgreSQL) for operational tasks.
EDUCATION
Teegala Krishna Reddy Engineering College
Bachelor's of Technology
ABOUT PAVAN G
Data Scientist with 3+ years of experience excelling in the utilization of data to inform strategic business decisions. Proficient in employing statistical analysis and cutting-edge ML/AI techniques to derive actionable insights from intricate datasets. Strong proficiency in Python, SQL, and cloud platforms (AWS, Azure, GCP) with hands-on experience in MLOps and cutting-edge AI technologies like transformers, LLMs, and deep learning.
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