Obsidian Source: Notes / Cold Emails and Write Ups

Summary

Pending synthesis from local Obsidian source.

Original source title: Cold Emails And Write Ups

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General

Here’s a quick snapshot of my experience: I have both research and industry expertise, having built a production-ready RAG system for financial data and developed a Transformer-based machine translation model for low-resource languages. My open-source work has resonated with the community as well, with projects gaining attention on HN, GitHub, and Twitter. I’m also a 2x Kaggle Expert and have Python packages with 500+ monthly downloads.

ML Engineer Role

**Subject Line:** Interest in ML Engineering Role at Krea

Hi [Hiring Manager’s Name],

I’m a meticulous ML Engineer with a hacker’s attitude, skilled in developing robust systems. My experience includes building a production-grade RAG system, leading an internal library for table parsing, and co-developing a machine translation system at IIT-BHU. I’m a 2x Kaggle Expert, active in open-source with praised projects in interpretability. I’d love to discuss my fit for Krea.

Best,

## Integration Notes

- Source folder: `/home/yashs/Documents/Docs/Obsidian/Research-Notes`
- Local source: `/home/yashs/Documents/Docs/Obsidian/Research-Notes/Notes/Cold Emails and Write Ups.md`
- Raw copy: `raw/obsidian/research-notes/Notes/Cold Emails and Write Ups.md`

## Links Created Or Updated

## Open Questions