Past Internships
Software Development Internship
• Worked in an agile production environment with 100+ UX design iterations for a redesigned Track & Trace for Manufacturers portal
• Integrated a Dashboard and Serialization Engine with the Track & Trace for Manufacturers portal using React for frontend development
• Embedded a dynamic world map to the Dashboard using GoogleMaps API, showing real time inventory data relevant to manufacturer
• Built docker container clusters on AWS, utilized Kubernetes and Docker for the runtime environment of the CI/CD deployment pipeline
Data Science Research Internship
• Researched methods like MCMC, Survival Analysis to generate predictions for pre-emptive caching of flight search and price change data
• Processed search data in accordance with survival data, engineered features with journey sector, time of search for multivariate modeling
• Trained and benchmarked linear (Kaplan Meier's, Cox Proportional Hazard) and ensemble models (Random Survival Forest, Survival SVM)
• Calculated the average posterior death probability using training set, which is then used over test set to predict time till price change
Data Science Internship
• Implemented an in-house address standardization API, which parses rough addresses and restructures them into a standardized format
• Extracted primary components of addresses using rule-based string matching, exposed the feature as HTTP endpoint using REST APIs
• Minimized the probability of fraud and saved mailing expenses by ~15%, by correcting 1,00,000+ addresses for credit card shippings
Growth & Partnership Internship
• Conducted primary research on corporate healthcare firms among 50+ survey participants and created pitch-decks for corporate tie-ups
• Evaluated the potential points of acquisition, contributed 17% of quarterly acquisition target by partnering with MakeMyTrip & Myntra