Ankush Agrawal
Data Scientist @ Bayer | GenAI
- Role
- Data Scientist - Genai at Bayer
- Location
- Jersey City, NJ, US
- LinkedIn followers
- 500 followers
About Ankush Agrawal
As a Data Scientist at Bayer, I apply my analytics skills and data mining expertise to…
Experience
Data Scientist - Genai
Aug 2019 — Present · Jersey City, NJ, US
Built scalable ML pipelines using AWS Sagemaker, Docker, and BigQuery, saving $0.8M in labor costs and improving spatial resolution by 100x.• Led end-to-end climate impact modeling pipeline using CMIP6 data, AWS S3, and pyesgf—processed 500GB+ data for future agricultural projections.• Developed and optimized deep learning models using PyTorch for regression and unsupervised learning tasks, reducing deployment costs by 30%.• Migrated legacy Excel-based models to automated Python workflows using Apache Airflow, reducing processing time from weeks to hours and cutting manual errors by 50%.• Developed Tableau dashboards and delivered actionable insights to product scientists, boosting product performance by 5% and enhancing operational efficiency.• Prototyping AI agents leveraging LLMs and geospatial data to automate quality checks, generate scientific summaries, and assist with metadata tagging—enhancing interpretability, model governance, and decision support for agricultural R&D.
Education
Visvesvaraya National Institute of Technology
Bachelor of Technology - BTech
University of Illinois at Urbana-Champaign
Master of Science - MS
Skills
- Python
- Machine Learning
- Microsoft Word
- Big Data
- Storyboarding
- Microsoft Office
- Business Analytics
- Microsoft Excel
- Powerpoint
- Analytics
- Customer Service
- Sql
- Windows
- Data Visualization
- C
- Hypothesis Testing
- R
- Exploratory Data Analysis
- C++
- Public Speaking
- Research
- Hive
- Html
- Predictive Analytics
- Hadoop
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