Manish M Kumar
Data Scientist | Analyst
Turning Data into Decisions
About Me
M.Sc Data Science student with hands-on experience in machine learning, statistical modeling, and data visualization. Proficient in Python, R, SAS, SQL and big data tools.
Driven by: Problem-solving, storytelling with data, and delivering actionable insights in real-world projects.
Skills
Education
M.Sc Data Science
Manipal Academy of Higher Education
Bachelor of Computer Applications
Mangalore University
Featured Projects
Gut Health AI Assistant
Built personalized AI chatbot for gut microbiome analysis using Python. Integrated self-learning intent detection with NLTK and JSON memory.
Hateful Meme Detection using Knowledge Graphs
Developed an NLP pipeline using OCR and mBERT sentiment analysis to detect hateful Kannada memes. Implemented entity linking using knowledge graphs and semantic reasoning to improve classifications.
Multi-faceted Pharmaceutical BI Project
Patient risk stratification using Logistic Regression, Random Forest, and SHAP for interpretability. Sales forecasting with SARIMA (MAPE = 3.71%) for proactive inventory planning. Adverse event classification using TF-IDF + Logistic Regression (ROC-AUC = 0.88).
Global Superstore Sales Performance Dashboard
Interactive Power BI dashboard analyzing sales, profit, and shipping trends (2011–2014). KPIs: 13M Sales & 1.47M Profit with detailed region-wise and category-level insights.
Experience
• Supported academic projects with sample size calculations, data analysis, and interpretation using R, Python, and Jamovi.
• Communicated statistical results through reports and visualizations for non-technical audiences.
Get In Touch
Let's connect and discuss how data can drive your next big decision!
Email: manishmkumar8887@gmail.com
Phone: +91 94817 76485