"Find the real problem, build what actually fixes it."
I'm an AI/ML Engineer & Full-Stack Developer who ships production-grade systems. My PDF library pdf-edit-engine (660 tests, 88% coverage, 81-invariant audit suite across 14 layers, validated against 4 PDF generators) is on PyPI; two MCP servers built on it expose 54 tools to AI agents.
When existing PDF libraries silently destroyed fonts and layout, I rebuilt the fix from the content-stream level up. Same approach everywhere: find the real problem, go deep enough to fix it, ship with discipline.
- Other Work: AJSP Manager · Lumina Crafts · HS Code Classifier · Smart Med · Drone Controller
- Location: Bengaluru, India
- Certified: Microsoft Azure AI Fundamentals (AI-900)
- Education: B.Tech in AI & ML — M S Ramaiah University of Applied Sciences
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pdf-edit-engine Python · PyPI Format-preserving PDF text editing at the content-stream level 660 tests 88% coverage · 4 PDF generators · 81-invariant audit |
pdf-edit-mcp TypeScript + Python · npm 38-tool MCP server for format-preserving PDF editing 38 tools 7 categories · 3 prompts · Zod-validated |
pdf-toolkit-mcp TypeScript · npm Zero-config MCP server for creating and manipulating PDFs 16 tools 51 tests · MCP Registry listed |
Open to roles where I can solve hard technical problems — remote, hybrid, or Bengaluru. Freelance, contract, or full-time.

