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I am Sriman Reddy, a Data Scientist with over 3 years of experience solving complex business problems through advanced analytics, machine learning, and AI. I specialize in Python, SQL, and building ETL workflows to deploy scalable solutions on AWS, and I design NLP models for text summarization and topic modeling using transformer architectures. I translate technical insights into actionable business intelligence using Tableau, Power BI, and statistical analysis to optimize decision-making and deliver measurable, data-driven results. I have hands-on experience deploying end-to-end data science pipelines and building real-time dashboards to empower stakeholders.…I am Sriman Reddy, a Data Scientist with over 3 years of experience solving complex business problems through advanced analytics, machine learning, and AI. I specialize in Python, SQL, and building ETL workflows to deploy scalable solutions on AWS, and I design NLP models for text summarization and topic modeling using transformer architectures. I translate technical insights into actionable business intelligence using Tableau, Power BI, and statistical analysis to optimize decision-making and deliver measurable, data-driven results. I have hands-on experience deploying end-to-end data science pipelines and building real-time dashboards to empower stakeholders.

Sriman Reddy

Data Scientist, AI Engineer, AI Developer, +2

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I am Sriman Reddy, a Data Scientist with over 3 years of experience solving complex business problems through advanced analytics, machine learning, and AI. I specialize in Python, SQL, and building ETL workflows to deploy scalable solutions on AWS, and I design NLP models for text summarization and topic modeling using transformer architectures. I translate technical insights into actionable business intelligence using Tableau, Power BI, and statistical analysis to optimize decision-making and deliver measurable, data-driven results. I have hands-on experience deploying end-to-end data science pipelines and building real-time dashboards to empower stakeholders.…I am Sriman Reddy, a Data Scientist with over 3 years of experience solving complex business problems through advanced analytics, machine learning, and AI. I specialize in Python, SQL, and building ETL workflows to deploy scalable solutions on AWS, and I design NLP models for text summarization and topic modeling using transformer architectures. I translate technical insights into actionable business intelligence using Tableau, Power BI, and statistical analysis to optimize decision-making and deliver measurable, data-driven results. I have hands-on experience deploying end-to-end data science pipelines and building real-time dashboards to empower stakeholders.

Available to hire

I am Sriman Reddy, a Data Scientist with over 3 years of experience solving complex business problems through advanced analytics, machine learning, and AI. I specialize in Python, SQL, and building ETL workflows to deploy scalable solutions on AWS, and I design NLP models for text summarization and topic modeling using transformer architectures.

I translate technical insights into actionable business intelligence using Tableau, Power BI, and statistical analysis to optimize decision-making and deliver measurable, data-driven results. I have hands-on experience deploying end-to-end data science pipelines and building real-time dashboards to empower stakeholders.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

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Intermediate

Intermediate

Intermediate

Work Experience

Data Scientist at Capital One

January 1, 2025 - November 19, 2025

Architected and deployed end-to-end predictive modeling pipelines using Python and XGBoost, improving forecast accuracy by 10% and accelerating analytical throughput. Engineered a financial analytics chatbot using NLP and transformer-based models (e.g., LLaMA 2.0), enabling distillation of key insights from complex financial news articles and reports. Enhanced chatbot capabilities with retrieval-augmented generation (RAG), document summarization, and topic modeling. Applied deep learning and transformer architectures to text classification for financial risk assessment, boosting precision and automating critical compliance validation checks. Developed GAN-based synthetic data for robust model training. Created real-time Power BI dashboards connected to AWS Redshift via custom Python ETL scripts, enabling stakeholders to monitor KPIs with high fidelity. Managed the full data science workflow from data preprocessing and feature engineering to model training and cloud deployment.

Data Scientist at LTI Mindtree

July 1, 2023 - July 1, 2023

Developed predictive models using Python and Spark, achieving an average of 18% improvement in forecasting accuracy. Automated data capture, storage, and validation to enhance data quality by 90% and speed preprocessing. Optimized database architecture and SQL queries, increasing retrieval speed by 50%. Built interactive analysis tools with Streamlit and Tableau, reducing data interpretation time by 80%. Implemented transformer-based models and GANs for text classification and synthetic data generation. Led deployment on Google Cloud Platform, cutting deployment time by 25% and enabling real-time analytics. Led anomaly detection and data augmentation initiatives to improve robustness.