Shyam Sundar Reddy Tangiralla
Jersey city,NJ
Summary
Results-oriented achiever with proven ability to exceed targets and drive success in fast-paced environments. Combines strategic thinking with hands-on experience to deliver impactful solutions and enhance organizational performance.
Overview
4
4
years of professional experience
Work History
Data Science Associate – API Production
Biocon Limited
India
10.2020 - 05.2023
- Increased overall production efficiency by analyzing process and equipment downtime data, reducing unplanned stoppages by 10% and improving plant throughput.
- Designed and deployed automated dashboards in Power BI and Excel to track yield, batch output, and quality KPIs, reducing manual reporting time by 35% and improving visibility for leadership.
- Performed root cause analysis of production deviations using statistical methods, improving batch reliability and reducing quality-related rework by 15%.
- Collaborated with cross-functional teams across QA, engineering, and operations to streamline workflows, optimize raw material usage, and enhance compliance with GMP standards.
- Built a data-driven cost monitoring framework to analyze material utilization and process inefficiencies, enabling cost savings through optimized production planning.
- Developed a sentiment analysis application using BERT transformers to classify pharmaceutical-related tweets as positive or negative, trained on 2,500 tweets scraped via the Twitter API, achieving an F1 score of 0.82.
- Enhanced preprocessing pipelines by applying stemming, lemmatization, and stopword removal, improving training efficiency by 30% and ensuring higher-quality input data for NLP analysis.
Data Science Intern – API Production
Biocon Limited
India
09.2019 - 03.2020
- Supported documentation and quality assurance processes to ensure compliance with pharmaceutical manufacturing and regulatory standards. Monitored production batches and prepared shift-level performance reports, assisting supervisors in analyzing productivity and quality trends.
- Gained hands-on experience in GMP standards, equipment operations, and data collection methods, laying a foundation in pharmaceutical analytics.
Education
Masters of Science - Business Analytics (Statistics)
St. Francis College
08.2025
Bachelor of Science - Chemistry, Botany & Zoolgy
Gulbarga University
06.2019
Skills
- Programming: Python, R, SQL, Numpy, Pandas, Pytorch, TensorFlow, Scikit-Learn
- ML Framework: Regression, SVM, k-means, Xg-boost, Random Forest, k-NN
- Statistics: Hypothesis Testing, Probability distributions, Time series analysis, A/B testing
- Data Analytics: Tableau, MySQL, PowerBI, Matplotlib, Seaborn
- Problem-solving
- Friendly, positive attitude
- Teamwork and collaboration
- Big Data: Hadoop, Spark, Hive
Websites
Timeline
Data Science Associate – API Production
Biocon Limited
10.2020 - 05.2023
Data Science Intern – API Production
Biocon Limited
09.2019 - 03.2020
Masters of Science - Business Analytics (Statistics)
St. Francis College
Bachelor of Science - Chemistry, Botany & Zoolgy
Gulbarga University