As Data scientist at confirmtkt to work under top management, closely interact on daily basis, will have to take key responsibilities, deliver & integrate innovative data driven solutions.There were plethora of challenges and problems to be solved travel ranging across travel search, personalization, recommendations, Route finding, Train waitist Predictions & Demand Forecasting.I closely coordinated with Search and Data Mining team, to working on variety of problems ranging from building the search and ranking systems, mining user data or catalog data to build search suggestions, finding related queries, writing clustering algorithms, creating online servers that respond to queries within milliseconds - all at scale.I worked in real-time on a huge store of millions of customer & Travel records, and provided intelligent solution to current confirmtkt app and work on interesting topics like sentiment analysis, understanding user's interest graphs and achieve personalization or accurate suggestions.