Dhanshree Sarang
AI/ML and Data Science graduate with hands-on expertise in machine learning pipelines and model deployment
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About
Results-driven AI/ML and Data Science graduate with hands-on expertise in end-to-end machine learning pipelines, Python, and model deployment. Built a phishing detection system achieving 95.58% accuracy and 99.12% ROC-AUC, deployed as a Dockerized Flask REST API with SHAP and LIME explainability. Skilled in Scikit-Learn, XGBoost, Pandas, and data visualization; actively expanding into Generative AI, Prompt Engineering, and LangChain-based applications.
Experience
Data Science Intern - Code-B Solutions Pvt. Ltd.
(2026-03 - 2026-05)
Phishing Website Detection project using Python, Scikit-Learn, Flask, SHAP, LIME, and Docker
- Built end-to-end phishing detection ML system on 11,430 samples achieving 95.58% accuracy and 99.12% ROC-AUC with Random Forest; benchmarked against 6 other algorithms
- Performed comprehensive EDA using Pandas, Matplotlib, and Seaborn; confirmed zero missing values and perfectly balanced dataset across 87 features
- Engineered 10 domain-knowledge features and reduced feature set by 33% (87 → 58) using Random Forest importance scores combined with Mutual Information selection
- Applied SHAP TreeExplainer and LIME for global and local model explainability; identified google_index as top predictive feature
- Deployed production-ready Flask REST API with 6 endpoints (/predict, /explain, /shap-explain) and containerized using Docker with Gunicorn for scalable deployment
- Delivered 6 professional project artifacts: EDA report, preprocessing pipeline, feature engineering docs, model comparison report, and deployment documentation
Data Analytics Intern (Virtual) - Deloitte Australia
(2026-04 - 2026-05)
Data Analytics Job Simulation using Power BI, SQL, Excel, and Tableau
- Analyzed business datasets using SQL and Excel to identify KPIs and operational metrics in a simulated real-world consulting environment
- Designed interactive Tableau dashboards for executive-level business metrics visualization
Business Consultant & Digital Marketing Specialist - Forever Living Products India
(2024-06 - 2026-01)
- Planned and executed digital marketing campaigns across social media and lead-generation channels, improving client engagement metrics
- Provided strategic business consulting to 100+ individuals; developed personalized growth and income strategies
Education
Diploma - Artificial Intelligence & Machine Learning - Ajeenkya DY Patil University, Pune (2022-09 - 2025-06)
Certification Course - Data Science & Analytics with AI
