Mukta Paliwal

About Mukta Paliwal

Highly skilled data scientist with a decade of demonstrated experience building innovative machine learning solutions across diverse domains such as commercial pharma, life sciences, email security, crime analytics, government business, digital education and retail industry. Proficient in consulting, with a solid technical foundation in adopting the evolving field of AI/ML/DS to deliver valuable business insights and facilitate informed decision-making.Shown strong thought leadership in the field of AI/ML, regularly contribute back to society by various mediums including technical talks, white papers, blogs etc. Have number of research publications in International, National Journals and Conference Proceedings in Applied Machine Learning and Compute area in general.Skills: Knowledge Graphs, Graph based Algorithms: Triangle Count, PageRank, Louvain, Label Propagation, connected components; Artificial Neural Networks /Deep learning models (MLP, LSTM); Recommendation System: Content based filtering, ALS, LDA; Regression Models (Logistic, Ridge, Poisson, GLMs), Discriminant Analysis, Decision Tree, Random Forest, SVM, kNN, Clustering: Hierarchical, K-Means, Regression Mixture Models; Text: Knowledge of NLP, entity extraction, string matching, Topic modeling/LDA, Social media analytics; Statistics: Exploratory Analysis, Hypothesis Testing, Design of Experiments;

Experience

1. Director Ai & Data Science

   诺华

   Jul 2025 — Present

Education

• IIT Bombay - Shailesh J. Mehta School of Management

  PhD, Applied Machine Learning

  2006 — 2010

• M.B. Khalsa College, Indore

  B.Sc., Computer Science and Mathematics

  1997 — 2000

• Devi Ahilya Vishwavidyalaya

  M.Sc., Statistics and Computers

  2000 — 2002