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Sai Krishna Email & Phone Number

Senior Data Scientist | NLP, Big Data Architectures at Signify Health
Location: San Bernardino, California, United States 5 work roles
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Role
Senior Data Scientist | NLP, Big Data Architectures
Location
San Bernardino, California, United States
Company size

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Sai Krishna is listed as Senior Data Scientist | NLP, Big Data Architectures at Signify Health, a company with 1794 employees, based in San Bernardino, California, United States. AeroLeads shows a matched LinkedIn profile for Sai Krishna.

Sai Krishna previously worked as Senior Data Scientist at Signify Health and Data Scientist at Charter Communications.

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Signify Health

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Profile bio

About Sai Krishna

As a Senior Data Scientist with over 8 years of experience, I leverage machine learning and data science to address complex business challenges. My expertise encompasses the entire data science lifecycle, from data acquisition and preprocessing to predictive modeling and visualization.I excel in Python (versions 2.x and 3.x) and R, utilizing libraries such as NumPy, Pandas, SciPy, Scikit-learn, XGBoost, LightGBM, Keras, TensorFlow, and PyTorch. My proficiency extends to SQL/PLSQL, enabling effective database manipulation and complex query writing. I am skilled in developing ETL pipelines using Informatica, and managing big data technologies including Hadoop, Apache Spark, Hive, and HDFS.Key Skills & Tools:Data Modeling & ETL: Designed and implemented 3NF, Star, and Snowflake schemas. Developed ETL processes using Informatica, Azure Data Factory (ADF), and performed data manipulation with SQL tools like Teradata SQL Assistant and Oracle SQL Developer.Big Data Technologies: Experienced with Apache Hadoop, Spark, Hive, and HDFS for scalable data processing and analysis.Database Management: Proficient in SQL Server, MySQL, PostgreSQL, MongoDB, Cassandra, and HBase for managing both relational and NoSQL databases.Data Visualization: Created interactive dashboards and reports using Tableau, Power BI, QlikView, and Alteryx.Advanced Analytics: Applied machine learning algorithms including Decision Trees, Random Forests, Naive Bayes, Logistic Regression, and Neural Networks. Utilized statistical techniques like PCA, Hypothesis Testing, and Time Series Analysis.Software & Platforms: Utilized PyCharm, RStudio, Azure ML, IBM Watson Studio, and other IDEs for development and analysis.At Signify Health, I developed and deployed machine learning solutions, while at Charter Communications, I managed big data projects and predictive analytics. My role at Northern Trust involved advanced statistical modeling and data warehousing, and my early career at Synechron Technologies and High Radius Technologies provided a solid foundation in SQL development and data engineering.I am dedicated to fostering a data-driven decision-making culture within organizations and continuously enhancing my technical skills to stay ahead in the rapidly evolving field of data science.

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Signify Health
Signify Health
Senior Data Scientist | NLP, Big Data Architectures
dallas, texas, united states
Employees
1794
AeroLeads page
5 roles

Sai Krishna work experience

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Senior Data Scientist

Current

Dallas, Texas, United States

· Collaborated with Data and IT Architects on data movement and storage, using ER Studio 18.5 for modeling.· Developed and deployed machine learning algorithms with Python libraries (pandas, NumPy, SciPy, scikit-learn, NLTK).· Implemented supervised models (Logistic Regression, Decision Trees, KNN, Naive Bayes) to improve predictions.· Used the Caffe Deep.

Jan 2023 - Present

Data Scientist

Stamford, Connecticut, United States

· Analyzed large datasets using Python, R, and Scala, leveraging TensorFlow and PyTorch for deep learning.· Managed big data with Apache Spark and Hadoop, using Spark MLlib and Hadoop MapReduce for scalable data operations.· Developed predictive models with XGBoost, RandomForest, and SVM to forecast customer behavior.· Conducted data profiling on traffic.

Aug 2021 - Jul 2022

Data Scientist

Chicago, Illinois, United States

· Collaborated with clients to gather data requirements and executed ETL processes to standardize formats.· Conducted advanced SQL queries for data retrieval and preliminary analysis.· Utilized Python's Pandas for data preprocessing, including cleaning, type casting, and table merging for EDA.· Applied feature engineering like PCA, normalization, and label.

Jan 2019 - Jul 2021

Junior Data Scientist

India

· Engaged in the full Software Development Life Cycle (SDLC), analyzing business requirements and mapping workflows using Agile methodologies.· Completed an advanced Data Science program, focusing on Data Manipulation, Visualization, Machine Learning, Python, SQL, and cloud platforms like AWS and Azure.· Utilized Python libraries (Pandas, NumPy.

Jul 2017 - Dec 2018

Sql Developer

India

  • Developed data mapping, governance, and transformation rules for MDM architecture involving OLTP, ODS, and OLAP.
  • Provided source to target mappings for ETL team, enabling initial, full, and incremental loads into the data mart.
  • Conducted JAD sessions, collected requirements, and defined source to target data mappings and business rules.
May 2016 - Jun 2017
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FAQ

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What company does Sai Krishna work for?

Sai Krishna works for Signify Health.

What is Sai Krishna's role at Signify Health?

Sai Krishna is listed as Senior Data Scientist | NLP, Big Data Architectures at Signify Health.

Where is Sai Krishna based?

Sai Krishna is based in San Bernardino, California, United States while working with Signify Health.

What companies has Sai Krishna worked for?

Sai Krishna has worked for Signify Health, Charter Communications, Northern Trust, Synechron Technologies Llc, and Highradius.

Who are Sai Krishna's colleagues at Signify Health?

Sai Krishna's colleagues at Signify Health include Jasmin Rahman, Lokesh Reddy K, Hannah Lacey, Samantha Benjamin-Allen Do,Mba, and Coleman Keith.

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