- Local Rates Monitor: Developed a dashboard monitor using Dash and Plotly, covering cheap/expensive cross-market analysis and carry, roll down of local market rates spanning Asia, LatAm, EMEA & G10.- Fractal Trading Model – Developed a trading model based on Fractal Market Hypothesis to identify imminent trend reversals in FX crosses. Backtested across in-sample, validation and out-of-sample periods with a robust information ratio.- Mean Reverting Models in Rates: A) Developed and optimized a mean-reverting model for local market rates using spreads and flies and backtested the model across samples. B) Developed an automatic mean-reverting fly trade generator spanning both on a local and cross-market basis.- Short Term Equilibrium Exchange Rate (STEER) Model: Developed a STEER model based on 5 economic factors for a universe of 841 FX pairs - each pair was backtested and optimized. And a portfolio of best-performing currencies was selected to create an equal-weighted portfolio.- Markov Regime Switching Model: Developed 3 stage Markov Regime Switching model to identify fair value of local and cross-market spreads in different regimes along with their transition probabilities. - Mean Reverting FX basket strategy: Developed host of mean-reverting FX baskets using dimensionality reduction techniques. Once again, each basket was individually optimized, and the best performing bets were sized into an overall portfolio, and its broad equity curve, Sharpe, hit ratio was studied.- Generic Backtesting Toolkit: Engineered an overarching backtesting platform which could be used to study any trading strategy. Also architected database (SQLite) to structure the massive stream of daily data.

1) Fixing bugs, and Adding features to the platform (Easyship app) using the following technologies:- Server-based Node.js development- Front-end React development2) Hooked the Sailing Schedule Timeliness analysis into the Easyship app using python framework and PostgreSQL DB.

During my tenure as a data analyst at freighwalla, I worked on the following projects:1) Sailing Schedule Timeliness: - Enhanced the search data to include the performance of carriers based on heuristics and Machine Learning models so that clients can make a smarter booking choice. - Identified anomalous behaviour with the system data using statistical modelling.2) Personalized Search Results: Developed a scoring system based on statistical analysis to provide the customers with customized search results.3) Customer Retention Prediction: Won best hackathon idea for building a time-series model to get a forecast of client's booking habits (example: number of bookings, average freight rate, and favourite commodity).

Contributed to designing the Proposal of the Club which leads to the resurrection of the long dead club. Interviewed 10+ People for recruitment in the team as secretaries. Launched a 9-Day Summer Design Workshop and lectured the attendees about various tools and techniques in Photoshop

Designed posters, speaker cards, event flyers and brochures for various events organized by E-Cell, IITK.Volunteered for leading Design in Social Entrepreneurs & Enterprise's event Care for Air (for Air Pollution) held in IIT Kanpur. Designed Posters, Speaker Cards and Mailer. (Dec 2018 - Jan 2019)