Prakriti Ailavadi

WORK HISTORY

EDUCATION

SKILLS

ABOUT PRAKRITI AILAVADI

Data Science and Machine Learning Professional with 6+ years of experience architecting, deploying, and scaling impactful AI and GenAI solutions across tech and finance. Skilled at leading the development of production-grade systems—spanning predictive models, recommendation engines, and workflow automation tools—that significantly boosted revenue, marketing performance, and user engagement. Proficient at building and managing end-to-end lifecycle of credit decisioning models, validating third-party credit scores, driving regulatory analytics, and bringing in incremental profit through model rebuilds. Lead cross-functional AI enablement, including company-wide training, hackathons, and research collaborations with academic institutions to push the boundaries of applied AI.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