Summary
Overview
Work History
Education
Skills
Certification
Additional Information
Timeline
Generic

Sirisha Bethireddy

Reno,Nevada

Summary

Data Scientist with 5+ years of experience in data visualization and predictive modeling. Advanced knowledge in machine learning and statistical analysis. Proven track record of designing and implementing data-driven solutions for business improvement. Passionate about leveraging data for innovative solutions and eager to contribute to a collaborative environment.

Overview

11
11
years of professional experience
1
1
Certification

Work History

Senior Data Scientist

C R Infotech
10.2021 - 12.2024
  • Developed a wildfire risk prediction model using Azure ML & XGBoost, achieving 85% accuracy in early detection.
  • Built a real-time fire detection system leveraging satellite imagery & IoT sensor data processed in Azure Databricks.
  • Integrated Azure Cognitive Services for image classification, automating wildfire severity assessment from drone footage.
  • Deployed machine learning models in Azure Kubernetes Service (AKS), improving inference speed by 30%.
  • Implemented time-series forecasting models using Azure Synapse Analytics to predict wildfire-prone conditions based on weather, vegetation, and historical fire data.


Data Scientist

C R Infotech
02.2019 - 10.2021
  • Developed data-driven wildfire risk assessments using Azure Synapse Analytics, integrating real-time climate and vegetation data.
  • Created interactive Power BI dashboards for monitoring fire-prone areas, improving response time by 25%.
  • Designed ETL pipelines in Azure Data Factory to automate data collection from weather stations, satellites, and IoT sensors.
  • Conducted geospatial analysis with Azure Maps & ArcGIS, identifying high-risk zones with 85% accuracy.
  • Processed and analyzed large-scale wildfire datasets using Azure Databricks, reducing data processing time by 40%.

Software Engineer

Galaxe Solutions
06.2014 - 04.2015
  • Developed a customer feedback sentiment analysis model using BERT & XGBoost, improving customer satisfaction insights by 20%.
  • Designed a text classification model to categorize feedback into actionable themes, enhancing response efficiency by 30%.
  • Automated NLP pipelines for real-time feedback analysis, reducing manual processing time by 50%.
  • Implemented explainable AI techniques to improve trust and adoption of AI-driven insights.
  • Deployed models using AWS Lambda & SageMaker, reducing inference time by 25%.

Education

Master of Computer Applications - Computer Science, Mathematics And Statistics

Jawaharlal Nehru Technological University
06.2010

Bachelor of Science - Statistics And Computer Science

Osmania University
06.2007

Skills

  • Technologies & Tools: AWS, Microsoft, Google, Spark,PyTtorch ,TensorFlow, Keras , Pandas ,Tableau, PowerBI, ArcGIS
  • Skills : Regression , Classification, Clustering ,Decision trees , NLP, Computer vision,Neural Networks,HTML
  • Programming Languages : Python, C, Java,SQL
  • Libraries : Scikit-learn , Numpy, Pandas, Matplotlib ,Seaborn, Shapely

Certification


  • Microsoft Certified: Azure AI Engineer Associate
  • Microsoft Certified: Azure Data Scientist Associate
  • Microsoft Certified: Azure Solutions Architect Expert
  • Google Professional Machine Learning Engineer
  • AWS Certified Machine Learning – Specialty
  • AWS Certified Solutions Architect – Professional
  • Oracle Cloud Infrastructure 2024 Generative AI Certified Professional
  • Oracle Cloud Data Management 2022 Foundations Certified Associate
  • Oracle Cloud Infrastructure 2022 Certified Foundations Associate



Additional Information

1.Wildfire Risk Assessment AI – Designed an ML-based fire risk prediction model on Azure ML, integrating climate and topographical data to predict wildfire hotspots.

2.Customer Sentiment Analyzer-Developed an NLP model using BERT & Vader to analyze customer reviews and predict sentiment trends.

Timeline

Senior Data Scientist

C R Infotech
10.2021 - 12.2024

Data Scientist

C R Infotech
02.2019 - 10.2021

Software Engineer

Galaxe Solutions
06.2014 - 04.2015

Bachelor of Science - Statistics And Computer Science

Osmania University

Master of Computer Applications - Computer Science, Mathematics And Statistics

Jawaharlal Nehru Technological University

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