Soumya T.

About Soumya T.

Data scientist with 7+ years of diverse industry experience, skilled in building amazing stories with data and using the power of analytics to enhance the organization\'s performance and profitability for society\'s benefit-Well-versed in delivering end-to-end machine learning data pipeline for model training and creation, model deployment-Built machine learning-driven solutions across customer churn, credit risk scoring framework, Ontology-based search(NER), fraudulent transaction detection, understanding customer spending patterns, and customer feedback-Experienced in performing machine learning, deep learning, natural language, and statistical analysis methods, such as classification, collaborative filtering, association rules, sentiment analysis, topic modeling, time-series analysis, regression, statistical inference, and validation methods-Proficient in creating presentations in a concise & well-researched manner on new product feature ideas & opportunities by collaborating with product owners. Supported team by doing ad-hoc analysis and presenting results in a clear manner-Passionate about learning new technologies and solutions.SkillsetMachine Learning & Deep Learning : Python (Scikit-learn, Pandas, NumPy, Scikit-learn, Matplotlib and Seaborn,Plotly, Dash, TensorFlow, Keras, XGBoost, LightGBM, Seaborn, nltk )R( Dplyr, Shiny, Lubridate, Knitr, Mlr, ggplot2, Caret, RMarkdown, SnowballC, Glmnet, GBM )Exposure to Modelling Tools & Techniques: Predictive Modeling techniques such as OLS, Decision trees, Random Forest, Gradient Boosting, XGBoost, SVM, Neural Networks, Ensemble, Clustering, PCA, Unsupervised Anomaly Detection, Autoencoders, and Text MiningCloud : AWS Sagemaker, Lambda, S3,API GatewayDatabase : Teradata, Oracle, SQL ServerVersion Control : Bitbucket, GitHub, TortoiseData Visualization : Microsoft Power BI,Tableau,SpotfireData Presentation : Microsoft Power Point (Advanced)Tools: Anaconda3(Jupyter Notebook,Spyder),R Studio, Informatica(ETL)

Experience

1. Sr Manager,medical & Safety Analytics

   AbbVie

   Sep 2025 — Present · North Chicago, IL, US

Education

• UPES

  Master of Business Administration (M.B.A.), Business Analytics

• Illinois Institute of Technology

  Master, Data Science

• St. Anthony's Senior Secondary school New Delhi

  Science

  2007 — 2009

• Mahatma Gandhi University

  Bachelor’s Degree, Electronics and Communications Engineering

Skills

• Windows
• Stata
• R
• Informatica
• R Programming
• Databases
• Spss
• Microsoft Sql Server
• Software Development
• Python
• Mysql
• Teradata Sql
• C++
• Business Analysis
• Matlab
• Microsoft Office
• Management
• Tableau
• Power Bi
• Oracle
• Teradata
• Excel Models
• Java
• Leadership
• Mongodb
• Sql
• Linux
• C
• Programming
• Extract, Transform, Load (Etl)
• Html
• Team Leadership
• Unix
• Microsoft Excel
• Microsoft Powerpoint