Data science enthusiast, able to extract insights and drive business decisions.
Increase Efficiency and productivity of employees analyzing various features📈🔍Using Data analytics and Machine learning algorithms, we identify top-performing departments and responsible features to optimize Performance rating.📉💡Our recommendations include focusing on employee environment satisfaction, Employee's work-life balance, and incresing salary hike percent to boost productivity.💪
🔍📄Detect specific patterns that serve as indicators of clients experiencing challenges in making their installment payments. In this Data Analytics project, we preprocess the data to extract relevant features, Visualize the trends and patterns of clients having repayment issues, and represent insights and conclusion to a bank with defaulters insights. 📈💡👨💻
🎯The objective was to create a dashboard using 👔💼✨BI tool to understand issues with their Sales and design a strategy to tackle the problem. 📊Sales data of a company for four years had to be evaluated to find the trends and patterns affecting a company's revenue. Responsive dashboard of 💸📈profit and revenue insights concluded various areas of improvement🔧🆙.
the ⌛️📊 time series analysis of air quality index of Bengaluru city was carries out to forecast AQI and take 🧐📈relvant actions. By analyzing data of 9 sites, and using seasonal ARIMA models and other time series algorithms the analysis provides 👉✨actionable insights that can be used to improve environment and reduce diseases caused by🌬️🏭🚗🌫️ air pollution. Forecast of AQI showed minimal risk to🏥🔬🩺 health and healthy condition to live in Bengaluru.💪