AgroSmart- The Smart Agriculture Mar - May 2023
Led a team of 5 members.
Innovated crop recommendation system with an accuracy of 97.05% by reducing 57% of the features using the Ascending Exhaustive Feature Selection Technique and Random Forest algorithm.
Built plant disease prediction system with an accuracy of 93.61% by optimizing
the architecture to 2 convolutional layers.
Handwritten Alphabet Recognition Jan - Feb 2023
Lead a team of 2 members.
Discovered Correlation, Hamming, and Jaccard distances as optimal metrics with 90% accuracy.
Proposed Character Extraction Algorithm to extract characters from non-cursive manuscripts with 85%+ accuracy.