Research & writing
Papers and publications.
Original research, peer-reviewed work, and contributions to the global AI conversation.
Research papers
2 totalResearch Publication · 2022
Automation in Agriculture, Especially in Vegetable Cultivation
An applied research study examining how AI and automation can transform vegetable cultivation — from sensor-driven irrigation and disease detection via computer vision to yield prediction using time-series modelling.
Yash K. Patel
Research Publication · 2022
Crop Recommendation System using LightGBM with Analysis and Visualization
An end-to-end crop recommendation system built on LightGBM, paired with rigorous EDA and visualization. The work demonstrates how gradient-boosted models perform on small, noisy agronomic datasets relative to classical ML …
Yash K. Patel