I am a results-driven Data Scientist with over 3 years of experience applying machine learning, statistical modeling, and data visualization to solve complex business problems. I am proficient in Python, SQL, TensorFlow, and Scikit-learn, with expertise in developing predictive models that improve forecasting accuracy and automate decision-making. I have a strong background in deploying end-to-end data solutions on cloud platforms such as AWS and Azure, and enjoy collaborating with cross-functional teams to deliver data-driven outcomes. Currently pursuing a Master's degree in Computer Science, I am seeking to leverage my advanced analytics and AI expertise to drive measurable impact in a Data Scientist role. I am passionate about transforming large, unstructured datasets into actionable insights that boost efficiency and reduce operational risks.

MANISH NERELLA

I am a results-driven Data Scientist with over 3 years of experience applying machine learning, statistical modeling, and data visualization to solve complex business problems. I am proficient in Python, SQL, TensorFlow, and Scikit-learn, with expertise in developing predictive models that improve forecasting accuracy and automate decision-making. I have a strong background in deploying end-to-end data solutions on cloud platforms such as AWS and Azure, and enjoy collaborating with cross-functional teams to deliver data-driven outcomes. Currently pursuing a Master's degree in Computer Science, I am seeking to leverage my advanced analytics and AI expertise to drive measurable impact in a Data Scientist role. I am passionate about transforming large, unstructured datasets into actionable insights that boost efficiency and reduce operational risks.

Available to hire

I am a results-driven Data Scientist with over 3 years of experience applying machine learning, statistical modeling, and data visualization to solve complex business problems. I am proficient in Python, SQL, TensorFlow, and Scikit-learn, with expertise in developing predictive models that improve forecasting accuracy and automate decision-making. I have a strong background in deploying end-to-end data solutions on cloud platforms such as AWS and Azure, and enjoy collaborating with cross-functional teams to deliver data-driven outcomes.

Currently pursuing a Master’s degree in Computer Science, I am seeking to leverage my advanced analytics and AI expertise to drive measurable impact in a Data Scientist role. I am passionate about transforming large, unstructured datasets into actionable insights that boost efficiency and reduce operational risks.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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Work Experience

Data Scientist at Sri Annapurna Pvt Ltd
May 1, 2023 - September 5, 2025
Forecasted product demand at the SKU level using Python (Prophet, ARIMA), reducing stockouts by 30% and overstock by 15%, enhancing alignment with seasonal sales patterns. Designed Power BI dashboards and Python reports for real-time visualization of sales velocity, procurement cycles, and inventory flow to identify bottlenecks. Introduced machine learning-driven anomaly detection with Scikit-learn, cutting reporting delays by 40%. Automated data preparation with Python ETL scripts and SQL pipelines, lowering manual work by 20%. Applied regression and statistical tests to analyze promotions and pricing strategies, improving purchasing decisions and reducing planning cycles by 25%. Enhanced SKU-level inventory accuracy to over 95% with validation rules and consistency checks. Developed prototype data pipelines for multi-source sales and logistics data ingestion as groundwork for AWS Redshift and Glue cloud migration. Collaborated with sales, procurement, and logistics teams to integrate

Education

Masters in Computer Science at University of Bridgeport
September 1, 2023 - May 1, 2025
Bachelors in Computer Science and Engineering at Jawaharlal Nehru Technological University (JNTUH)
June 1, 2018 - July 1, 2022

Qualifications

Google Data Analytics Professional Certificate
January 11, 2030 - September 5, 2025
IBM Data Science Professional Certificate
January 11, 2030 - September 5, 2025
Data Engineering Foundations
January 11, 2030 - September 5, 2025
SQL for Data Science
January 11, 2030 - September 5, 2025

Industry Experience

Manufacturing, Retail, Transportation & Logistics, Software & Internet, Financial Services

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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