Prakriti Ailavadi

Senior Data Scientist at Homebase

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Prakriti Ailavadi's Summary

Data Scientist with a master's degree in the field of business analytics and machine learning. Adept in providing data driven insights to diverse business stakeholders. Proficient in end to end data pipeline, engaging clients, effectively approaching complex business problems, developing and scaling AI models to optimize business performance. My website: https://prakritiailavadi.github.io/Website/ I specialize in the application of statistical analysis, data mining & processing, and machine learning to provide descriptive, predictive and prescriptive analytical solutions. My strengths lie in developing and integrating technical solutions with business knowledge to provide a meaningful impact. Some of the key skills gained from my experiences and masters include: • Expertise in Python, R, postgreSQL, Flask • Proficient in Libraries: pandas, numpy, matplotlib, seaborn, scikit-learn, keras, nltk, rake, spacy, genism, statsmodels, pulp • Concepts: A/B testing, Inferential Statistics, Bayesian Statistics, Probability, Linear Algebra, Multivariate Calculus • Tools: RDBMS, PyCharm, Jira, Excel, Tableau, Visual Studio Code, Docker, Kubeflow, Angular JS, Git, Github • Cloud Computing: AWS Lex, AWS EC2, AWS Cloud9, AWS Lambda, AWS Cloud Watch • Soft Skills: active listening, task flexibility, project management, effective communication, problem structuring & solving