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Hi, I’m Shweta 👋
I’m an AI/ML Engineer building practical open-source tools for developers working with LLMs and GitHub.
What I’m building
- TokenMizer — LLM context management with semantic caching, FastAPI, and MCP support. It is informed by my IEEE research on Maximum Effective Context Window constraints.
- GitHub Autopilot — AI-powered PR analysis, code review, issue triage, auto-fix workflows, and security scanning with multi-provider LLM fallback.
- Open-source contributions — including developer tooling such as a fully unit-tested large-file context scanner for Caliber AI.
Why sponsorship matters
My projects are free and open source. Sponsorship helps sustain the work behind them—hosting, API usage, CI/CD, maintenance, security updates, documentation, and new features.
If these tools save you time or help your team build better software, sponsoring is a direct way to support their long-term development.
Thank you for being part of the open-source journey.