Milu is a mobile app and a social media where individuals, companies, NGOs, and municipalities together solve the social and environment problems around us.• Implemented Mixpanel, a product analysis tool, to track and analyze user behavior. Presented weekly findings to cross‑functional teams using visual graphs like flow charts and retention charts.• Developed a personalized problem recommendation system for all users based on their interest.

• Delivering lectures on Python Programming, Data Mining, Data Visualization Tools, Machine Learning, and SQL with clarity and conciseness, targeting students new to the field of data science.• Providing individualized mentor support to students throughout the learning process, assisting them in resolving any challenges they encountered.• Actively staying informed about emerging trends and advancements.

• PyCharm, Virtual Envs, Package Management, Data Structures, Comprehensions• Data Analysis: NumPy, Pandas, Data Visualization• Functional EDA• CRM: KPI, Cohort, CLTV Segmentation • RFM Analysis • BG-NBD (Expected Sales Forecasting)• Gamma Gamma (Expected Average Profit)• Measurement Problems• A/B Testing• Recommendation Systems: ARL, Collaborative Filtering • Feature Engineering• Machine Learning: Regression, Classification, Decision Trees• KNN, CART, GBM, XGBoost, LightGBM, CatBoost• Unsupervised Learning: K-Means, PCA• Time Series Forecasting• MSSQLProjects that I've executed during Bootcamp: • A/B testing: Comparing versions of a website and conversion rates to determine which is the most effective• Diabetes prediction, Customer Churn Prediction• Customer Lifetime value prediction, RFM Analysis, Rule Based Customer Segmentation• Rating Product & Sorting Reviews in Amazon• Association Rule Based Recommender System, Hybrid Recommender System• Baseball Players Salary Prediction, House Price Prediction• Demand forecasting, Customer Segmentation with Hierarchical Clustering, Airline Passenger Forecasting, Payment Transaction Volume Forecasting

• Learned Ruby programming language and Rails framework.• Made simple visual improvements on front-end.• Developed an SQL query interface for the team.