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Dr Manisha More Portfolio


Dr. Manisha M. More — Portfolio
MM

Dr. Manisha Madhukar More

Senior Faculty • Research Guide • Data Scientist • Speaker

About

19 years teaching experience, 10 years research experience. Working on Data Science, ML, NLP, and Visualization. Recognized PhD research guide and convener of academic & incubation initiatives.

Python Machine Learning NLP Streamlit Power BI

Education

  • Ph.D. — Shivaji University, Kolhapur. Awarded 2 Feb 2015.
  • M.Phil. — Madurai Kamaraj University. August 2007.
  • M.C.A. — Shivaji University. May 2005.
  • B.Sc. (Physics) — Shivaji University. May 2001.
  • Data Science Diploma — ExcelR Solutions Pvt. Ltd., Bengaluru. Nov 2021 (Distinction).

Selected Projects

(Projects drawn from CV — condensed)

#Project TitleType / Short Description
1Prediction of Student Performance Based on Study Hours Per DaySupervised regression model (Linear Regression).
2Sentiment Analysis of e-Books SummaryText extraction + NLP + Deep Neural Network for sentiment classification.
3AI-Based Chatbot for Online Food DeliveryNeural-network powered chatbot with Streamlit front-end.
4Prevention and Prediction of BankruptcyClassification using SVM, KNN, Neural Networks; Streamlit app.
5Behavioral Study of Internet Users in Satara DistrictPhD Thesis — Internet usage, addiction and cyber crimes.
6SAP Implementation in BusinessM.Phil Dissertation — ERP/SAP study.

Publications & Patents (Highlights)

Selected journal & conference papers; international patents filed/granted.

  • Multiple Scopus/IEEE indexed conference papers including bankruptcy prediction (IEEE, 2023) and AutoML/TPOT work.
  • Journal articles in Elsevier and South Asian Journal of Management (2024–2025).
  • Patents: AI-Based Financial Risk Assessment Tools (granted - Germany, Aug 2024) and several IPR filings (2023–2024).

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