Priya Sharma
Senior Machine Learning Engineer · NLP & Recommender Systems
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Executive Profile
Machine learning engineer with 7+ years taking models from research to production in NLP, recommendation and forecasting. Combines solid statistics with MLOps discipline and has published at applied-ML venues.
Impact at a Glance
+18%CTR uplift
91%LLM routing accuracy
−23%stock-outs
12Musers served
Core Competencies
- Machine learning systems
- NLP & large language models
- Recommender systems
- Experimentation & causal inference
- MLOps & deployment
- Team & research leadership
Professional Experience
Quantia Analytics
APR 2022 - PRESENTSenior ML Engineer, City, Country
- Shipped a two-tower retrieval and ranking system that lifted click-through rate by 18% in A/B tests.
- Fine-tuned an LLM for support triage with 91% routing accuracy, saving 14 FTE of manual sorting.
- Built a feature store and model registry, cutting time from experiment to production from 6 weeks to 5 days.
Meridian Insights
JUN 2019 - MAR 2022Data Scientist, City, Country
- Built gradient-boosted demand forecasts for 40k SKUs, reducing stock-outs by 23%.
- Designed an experimentation platform with CUPED variance reduction used by 9 product teams.
Northwind Research
JUL 2017 - MAY 2019Data Analyst, City, Country
- Automated survey analytics in Python and SQL, cutting report turnaround from 5 days to 1.
Education & Certifications
M.Sc., Statistics & Machine LearningSample Institute of Science · 2015 - 2017
Google Cloud Professional Machine Learning EngineerIssued 2023
AWS Certified Machine Learning - SpecialtyIssued 2021