Data Projects
🏃 NextMove: Predicting Next Workout Activity
NextMove predicts a user’s next workout activity using historical fitness tracking data. It models sequential exercise behavior as a multiclass classification problem, leveraging feature engineering, heuristic baselines, and a Random Forest classifier to uncover temporal and physiological patterns in real-world Endomondo logs.
Blog
Predicting El Niño with Machine Learning
Leveraging decades of climate data to create ENSOcast, an accessible tool for understanding El Niño–Southern Oscillation.
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Harnessing Data Science for Wildfire Management
Understanding how artificial intelligence can be leveraged to detect and predict wildfire spread within the United States.
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Rebuilding Coral Reefs with Data
Transforming coral reef restoration through predictive modeling and photomosaic technology.
Read More →Photography
Bandra-Worli Sea Link
As morning mist weaves through the iconic bridge, the seamless union of city and sea comes to life.
Palm Silhouettes
Golden skies and palm silhouettes trace the last light over the Pacific horizon.
La Jolla Overlook
From the elevated slopes of Mount Soledad, the setting sun casts a warm glow over La Jolla.
Sunset Pause
Cars parked, the Pacific Ocean in the background — a tranquil moment as the sun bids the day goodbye.
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