Sai Sumanth Tadikonda
Data Analyst at Connecticut Transportation Institute- UConn- Claim this Profile
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Bio
Experience
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Connecticut Transportation Institute- UConn
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United States
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Transportation Programs
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1 - 100 Employee
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Data Analyst
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Apr 2022 - Jan 2023
• Conducted Exploratory Data Analysis (EDA) using Python and R libraries, generating insightful graphs and charts for data-driven decision making, trend identification, and pattern recognition. • Designed and implemented real-time dashboards in Tableau and Power Bl with appropriate KPIs to visualize and monitor internet usage statistics, driving informed decisions and enabling proactive bandwidth upgrade recommendations. • Leveraged Python and SAS to develop time series forecasting… Show more • Conducted Exploratory Data Analysis (EDA) using Python and R libraries, generating insightful graphs and charts for data-driven decision making, trend identification, and pattern recognition. • Designed and implemented real-time dashboards in Tableau and Power Bl with appropriate KPIs to visualize and monitor internet usage statistics, driving informed decisions and enabling proactive bandwidth upgrade recommendations. • Leveraged Python and SAS to develop time series forecasting models, optimize accident locations and delivered 18% improved location accuracy. • Ensured data accuracy, completeness, and consistency through rigorous data validation and quality assurance checks, resulting in reliable insights and recommendations while delivering ad-hoc reports. • Developed predictive models to forecast accident likelihood in specific geographic areas, integrating historical accident data, weather variables, and traffic flow data. Achieved an accuracy rate of 78% in accident prediction. Show less • Conducted Exploratory Data Analysis (EDA) using Python and R libraries, generating insightful graphs and charts for data-driven decision making, trend identification, and pattern recognition. • Designed and implemented real-time dashboards in Tableau and Power Bl with appropriate KPIs to visualize and monitor internet usage statistics, driving informed decisions and enabling proactive bandwidth upgrade recommendations. • Leveraged Python and SAS to develop time series forecasting… Show more • Conducted Exploratory Data Analysis (EDA) using Python and R libraries, generating insightful graphs and charts for data-driven decision making, trend identification, and pattern recognition. • Designed and implemented real-time dashboards in Tableau and Power Bl with appropriate KPIs to visualize and monitor internet usage statistics, driving informed decisions and enabling proactive bandwidth upgrade recommendations. • Leveraged Python and SAS to develop time series forecasting models, optimize accident locations and delivered 18% improved location accuracy. • Ensured data accuracy, completeness, and consistency through rigorous data validation and quality assurance checks, resulting in reliable insights and recommendations while delivering ad-hoc reports. • Developed predictive models to forecast accident likelihood in specific geographic areas, integrating historical accident data, weather variables, and traffic flow data. Achieved an accuracy rate of 78% in accident prediction. Show less
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MEDCHEM INTERNATIONAL LIMITED
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India
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Mining
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1 - 100 Employee
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Sr Data Analyst
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Jan 2019 - Jul 2021
• Perform data manipulation, data preparation, normalization, and predictive modeling. Improve efficiency and accuracy by evaluating models in Python and R. • Analyzed and queried the production databases using SQL queries and generated KPIs to send to stakeholders • Used Python and R for programming for improvement of the model. Upgrade the entire model for the progress of the product. • Extensively understanding BI, analytics focusing on consumer and customer… Show more • Perform data manipulation, data preparation, normalization, and predictive modeling. Improve efficiency and accuracy by evaluating models in Python and R. • Analyzed and queried the production databases using SQL queries and generated KPIs to send to stakeholders • Used Python and R for programming for improvement of the model. Upgrade the entire model for the progress of the product. • Extensively understanding BI, analytics focusing on consumer and customer space. • Utilized Spark, Scala, Hadoop, HBase, Kafka, Spark Streaming, MLLib, R, and a wide variety of machine learning methods including classifications, regressions, dimensionality reduction etc. Show less • Perform data manipulation, data preparation, normalization, and predictive modeling. Improve efficiency and accuracy by evaluating models in Python and R. • Analyzed and queried the production databases using SQL queries and generated KPIs to send to stakeholders • Used Python and R for programming for improvement of the model. Upgrade the entire model for the progress of the product. • Extensively understanding BI, analytics focusing on consumer and customer… Show more • Perform data manipulation, data preparation, normalization, and predictive modeling. Improve efficiency and accuracy by evaluating models in Python and R. • Analyzed and queried the production databases using SQL queries and generated KPIs to send to stakeholders • Used Python and R for programming for improvement of the model. Upgrade the entire model for the progress of the product. • Extensively understanding BI, analytics focusing on consumer and customer space. • Utilized Spark, Scala, Hadoop, HBase, Kafka, Spark Streaming, MLLib, R, and a wide variety of machine learning methods including classifications, regressions, dimensionality reduction etc. Show less
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MEDCHEM INTERNATIONAL LTD
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India
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Pharmaceutical Manufacturing
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1 - 100 Employee
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Data Analyst
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Aug 2018 - Dec 2018
• Performed Data Profiling to assess data quality using SQL through complex internal database. • Improved sales and logistic data quality by data cleaning using Numpy, Scipy, Pandas in Python. • Designed data profiles for processing, including running SQL, and Procedural/SQL queries and using Python and R for Data Acquisition and Data Integrity which consists of Datasets Comparing and Dataset schema checks. • Used R to generate regression models to provide statistical forecasting. • Performed Data Profiling to assess data quality using SQL through complex internal database. • Improved sales and logistic data quality by data cleaning using Numpy, Scipy, Pandas in Python. • Designed data profiles for processing, including running SQL, and Procedural/SQL queries and using Python and R for Data Acquisition and Data Integrity which consists of Datasets Comparing and Dataset schema checks. • Used R to generate regression models to provide statistical forecasting.
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Welding Alloys Group
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United Kingdom
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Manufacturing
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400 - 500 Employee
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Student Intern
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Oct 2017 - Oct 2017
A detailed study on manufacturing metal sheets from metal slabs using different types of cladding processes. Built a prototype model of the manufacturing machine beginning from melting of metal blocks to thin sheets A detailed study on manufacturing metal sheets from metal slabs using different types of cladding processes. Built a prototype model of the manufacturing machine beginning from melting of metal blocks to thin sheets
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The KCP Limited
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India
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Building Materials
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200 - 300 Employee
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Student Intern
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Mar 2017 - Apr 2017
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Education
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University of Connecticut
Master's degree, Business Analytics and Project Managment -
SYMBIOSIS INTERNATIONAL UNIVERSITY
Bachelor's degree, Mechanical Engineering