
Machine Learning Engineer (Externship)
Beats by Dre: Python NLP pipeline (spaCy, VADER, fine-tuned BERT) over 2,000+ product reviews. Aspect-level sentiment showed customers paying for battery life and durability, not premium status; the pricing recommendation was adopted and sales rose 10%.
HP Tech Ventures: technical due diligence on 30+ AI/ML startups, separating genuine model differentiation from thin API wrappers, plus a Snowflake ETL pipeline over 50K+ records that cut query runtime 45%.
- Beats by Dre NLP (spaCy, VADER, fine-tuned BERT) over 2,000+ reviews driving a 10% sales lift
- HP Tech Ventures due diligence on 30+ AI/ML startups
- Snowflake ETL over 50K+ records cutting query runtime 45%