About
I build models that people actually use: demand forecasts planners trust, and text models that save clinicians time.
I care about clear evaluation, simple baselines and explaining results to non-technical teams.
Skills
- Python
- Forecasting
- NLP
- PyTorch
- SQL
- Experiment design
Experience
- Jan 2021 – Present
Lead Data Scientist
Insightful Analytics (sample)
Forecasting and NLP products.
- Jul 2018 – Dec 2020
Data Scientist
RetailMax (sample)
Demand forecasting.
Projects
Store-level demand forecast
Cut stock-outs by 18% across 300 stores.
Clinical note summariser
Summaries for discharge notes, reviewed by doctors.
Publications
(2022). Hierarchical demand forecasting for Indian retail. Applied ML workshop (sample)
Education
- 2013 – 2018
Ph.D., Statistics
Institute of Science (sample)
Contact
Research
Forecasting
Hierarchical and intermittent demand.
Clinical NLP
Summarisation with human review.