I believe expressing feelings can be tough, especially when reaching out to strangers. We are making it easy, fun, and authentic. Tried 4 products in the social consumers' space, didn't work out. Learnings: Media format innovation ( intrigue is P0 ) + External macro factors ( Critical mass is P1 ) + Right market conditions1. Valuable Risk 2. Feasible Risk 3. Usable Risk 4. Viable Risk

Learnings: How culture plays a crucial role in execution after a point.

Tried to solve multiple gaps in ed tech, social-commerce & e-commerce space.Edgenus: WhiteHat Jr. for soft skills ( scaled ~$100K ARR ) atLeast: a social-first marketplace app where strangers can collaborate to earn extra discounts & make new friends. ( Scaled GMV ~ $110K ) by launching a PVT label like Shine, a fast fashion in-house label It was my first experience of anything 0 - 1, Made a great team, generated real cash, and got some great learnings.

• Developed more than 1000 quantitative strategies that make use of market inefficiencies to generate excess returns in the portfolios of investments across different asset classes • Involved in building fully automated high Sharpe & diverse long-short Algorithmic Trading Strategies through pattern recognition and extensive research of the current financial literature• Worked on Model Datasets, Analyst estimate, Relationship, and Vector datasets for significantly increasing Sharpe ratio with lower turnover

• Analyzed how basis risk arises and how to calculate the optimal risk premium on commodity futures contracts• Estimated optimal weights on USA based derivative contracts with various maturities• Generated weighted time series for different maturities to see the robustness