Pallavi Poornima Shetty
SData Scientist at Plume Data · Recommendation systems · embeddings, ranking
- Plume Data
- Bengaluru, India · IST (UTC+5:30)
- 5+ years experience
- IIT Bombay IDC
- English, Hindi, Kannada
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Overview
I work on recommendation systems at Plume Data in Bengaluru. Shipped a ranking change that increased conversion 7.5%. Taught SQL to 36 non-analysts. Previously at EY. Most at home with embeddings and ranking. Gardening and composting evangelist.
Good reasons to reach out
- Thoughtful intros to people in my field
- Second opinions on Python decisions
- Questions about recommendation systems
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- Data broker offers
- Agency or outsourcing pitches
Answers in batches on Fridays
Skills
rankingPythonembeddingsSpark
Experience
- Data ScientistFeb 2024 - PresentPlume Data · 2 yr 8 mo · Full-time · Bengaluru, India
- Moved the homepage from rules to a learned ranker.
- Taught SQL to 175 non-analysts.
- Wrote the metric definitions the leadership team reviews every week.
- Data AnalystOct 2021 - Feb 2024EY · 2 yr 4 mo · Full-time · Bengaluru, India
- Moved the homepage from rules to a learned ranker.
- Taught SQL to 141 non-analysts.
Projects
Recommendation systems benchmark
2026Reproducible benchmarks comparing embeddings and Spark on real workloads.
Conference talk: lessons from recommendations
2025What went wrong and what worked while scaling recommendation systems.
References
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Education
- IIT Bombay IDCM.Des, Economics2020 - 2022
- IIIT HyderabadB.Tech, Economics2016 - 2020
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