Portfolio

Single Tree Detection using DeepForest & SAM2

Published:

A training-free computer vision pipeline for single-tree detection from orthophotos, combining zero-shot DeepForest detection with Segment Anything Model 2 (SAM2) for precise crown segmentation.

Podcast Recommendation Platform

Published:

Building a hybrid recommendation system that combines user events (behavior, actions) with podcast transcript similarities.

Reddit & Conflict: Israel–Palestine Discourse Analysis

Published:

Comparing social media conntent with geopolitical events using cross-correlation analysis, LDA topic modeling, and time-series methods to quantify lagged responses in online public attention towards the conflict in Palestine.