Vinay Reddy
Data Scientist | ML Engineer | Health Enthusiast
- Role
- Senior Data Scientist Ml Engineer at Cision
- Location
- Brooklyn, NY, US
- LinkedIn followers
- 500 followers
About Vinay Reddy
Interested in Data Science and Health Tech
Experience
Senior Data Scientist Ml Engineer
Sep 2022 — Present · New York, NY, US
Designed a rubric and labeled a training set to evaluate press-release quality; fine-tuned Gemini to automate press-release evaluation, cutting Customer Success review time by ~50% while handling ~500 press-releases/day.Cut brand-monitoring costs by $36K/month by fine-tuning multilingual sentence-transformer models (PyTorch) to automatically classify news relevance for clients.Built MLOps pipelines for data ingestion, training, evaluation, deployment, and automated testing using Dagster, enabling repeatable retrains and continuous model iteration.Improved hate-speech dataset quality by combining Gemini-assisted labeling with data-centric QA workflows; refactored and trained a multilingual multi-task risk-scoring model (PyTorch) to detect racism, sexism, toxicity, and general hate speech in social media content.
Education
University of Chicago
Bachelor of Science - BS, Computational and Applied Mathematics
2015 — 2019
Skills
- Sql
- Spss
- Teamwork
- Research
- Qualitative Research
- Economics
- Community Outreach
- Phone Etiquette
- Quantitative Research
- Python
- Politics
- Data Analysis
- Statistics
- Android
- Programming
- Java
- Running
- R
- Standardized Testing
- Healthy Eating
- Microsoft Word
- Powerpoint
- Microsoft Excel
- Microsoft Office
- Stata
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