A little about me
I am Tanvi. I work with data systems, and I am using this site to make more room for writing, research, and learning in public.
Data · Research · Learning in public
I am making a small place for the things I am learning, building, and still figuring out.
This is a new space for me. Part portfolio, part notebook, part exploratory blog. I want it to feel light, honest, and alive while I write about data engineering, research ideas, and the odd bit of vibe coding.
Data systems
Early research
Vibe coding
Learning notes
About
An introduction, without turning the page into a résumé wall.
Research
My first research thread is still early, but I want to document it carefully.
This section is for research ideas, preprints, questions, and the parts that are still uncertain.
First preprint
Adaptive Context-Aware Embedding Filtering
A-CAEF explores a decoding-time method that adjusts token selection using context-aware drift signals, without retraining or changing model parameters.
Notes / Ideas / Blogs
Notes, ideas, rough drafts, and small learning trails.
A lightweight notebook for things I am still shaping, not a finished library.
Idea
Designing data systems that age well
A placeholder note on maintainable, observable data systems.
Notebook
This place is meant to stay a little unfinished.
That is the point. I want the site to grow with the work: some parts researched, some parts drafted, some parts simply explored.