Partnership and Strategy Development Intern at Mitti Labs (2025-05 – 2025-07)
- Expanded operations across Bangladesh, Vietnam, and Indonesia by securing regional implementation partners, contributing to a 25% increase (10k+ acres) in Southeast Asia onboarding.
- Designed an agro-input business model using P&L analysis and logistics planning, enabling market entry with a anticipated $2M annual profit within the first 12 months.
- Conducted market and cost analysis for 3 potential expansion routes, identifying 12% in projected overhead savings through optimized procurement workflows.
Prediction Modeling Intern at Yhills (2024-08 – 2024-09)
- Built a time-series forecasting pipeline on 50k+ stock records using Auto-ARIMA and LSTM, reducing Mean Absolute Error (MAE) by 20%.
- Implemented feature engineering and walk-forward cross-validation on 100k+ data points, improving model training efficiency by 15%.
- Performed EDA and benchmarking across 4 distinct algorithms to identify optimal forecasting methods, increasing final model accuracy by 8% over baseline.
