Work 👨💻
I help build products, libraries and tools to make sense of data. In my work, I
- talk to people to identify problems, data sources and outcomes
- clean, analyze and communicate insights from data
- identify technology, algorithms and frameworks to solve problems
- develop and deploy machine learning models
- automate patterns of insights and product-ize reusable components
- build scalable data applications
I use
- Python, R, SQL for data (analysis, engineering)
- JavaScript (interactive web applications)
- stats, machine learning, visual storytelling
I leverage and contribute to open-source projects. You can find my OSS work at github.com/pratapvardhan
Interactives 📈
I build data interactives to tell stories from insights. Here’s some of the recent ones.
To be updated …
Media 📰
Some of my work gets mentioned in the media. I also write data driven articles sometimes.
See media
Talks 💬
Here’s a list of my previous talks.
Publications 📔
Some of my work is publish in academic journals. You can see them on google scholar.
Datasets 📈
Some useful datasets I helped publish.
- NFHS-5: CSV fact sheets (states, districts) for National Family Health Survey (2019-20)
- PMGSY Rural Facilities Dataset 2020: 770K geo-tagged rural facilities in India
- Misc datasets: curated datasets at one place