Jake Albert Email & Phone Number

Incheon, South Korea

Incheon, South Korea

Seoul, South Korea

New Haven, Connecticut

- Developed NLP-based approaches to detect medically-relevant events from clinical notes. Applied neural networks implemented in Keras and feature engineering using XGBoost of concepts extracted from unstructured English text. - Work resulted in models with superior detecting power (sensitivity 0.87, PPV >0.3) to manual review by nurses.

New Haven, Ct

- Built a corpus of annotated operation notes for use in classifying surgeries based on quality of outcome. Developed an applet in JavaScript that facilitated fast annotation by physicians of notes at the word and sentence level for positive-negative sentiment. - Trained neural networks on corpus and demonstrated superior loss minimization during learning to networks trained on domain-nonspecific sentiment corpora.

Osaka, Japan

- Moderated discussions among Japanese and Zainichi Korean locals, and gave opening remarks at film screenings and talks by invited scholars.

Greater Atlanta Area

- Developed software that teaches guitar players ideal hand positions to play songs. Designed and implemented a pipeline in Python and JavaScript to converts song tabs file to optimized fingerings in O(N) time.

New Haven, Connecticut

- Reviewed core concepts of Introduction to Computer Science (CS 201) and helped students with homework six hours a week.

Sarasota, Florida Area

- Guided guests to participate in water activities such as kayaking, paddle-boarding, and fishing.

B.S., Computer Science, Magna Cum Laude

High School

Activities and Societies: Walton Science Club, Dance Stop Studios