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Taking over the world with AI
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Taking over the world with AI

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bennytobby/README.md
Paramraj avatar

Paramraj Singh Machre

Software Engineer — Code • Create • Conquer

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About me

  • CS @ UMD (’25) • Ex-Snowflake IT Finance
  • I build data-driven, production-ready software across backend, cloud, and AI.
  • Off the keyboard: I lead climbs and communities 🧗‍♂️

Highlights (real impact)

  • 87% faster regression testing with a custom JUnit framework
  • Finance batch runtime 4h → 15m via profiling + algorithmic refactors
  • 45% faster engineer debugging with a Streamlit + Snowpark UI

Building now — Terp Notes

Agentic note-sharing for students: semantic search, embeddings, vector DB, tool-use agents, and a clean UX.
Goal: the easiest way to find & share the right note at the right moment.


Toolbox

Languages: Python, Java, Kotlin, TypeScript/JS, SQL
Backend: Node.js/Express, Spring basics, REST, Webhooks
Data/AI: Pandas, Streamlit, Snowpark, RAG, vector search, embeddings
Cloud/DevOps: AWS (S3, Lambda), CI/CD, Docker, GitHub Actions
Mobile: Android (Kotlin + Firebase)


How I work

  • Write tests first, ship with CI/CD, instrument with logs/metrics
  • Prefer clear APIs, docs as code, and performance budgets
  • Bias for small, iterative releases with measurable outcomes

Featured Projects

  • Terp Notes – Agentic note sharing with semantic search & RAG
  • EDMS – Secure document management (Node.js, MongoDB, AWS S3)
  • TimeCard – CLI time logging + analytics (Python/Matplotlib)
  • Recipe App – Android + Firebase recipe manager
  • To-Do List – JS/EJS app with external API integrations

GitHub at a glance

GitHub Stats Top Languages


Let’s connect

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  1. edms edms Public

    Personal Project - Electronic Development Management System

    JavaScript 2

  2. terp-notes terp-notes Public

    Class note sharing platform for University of Maryland students

    EJS 1

  3. mahadevmohan/devcorpwebsite mahadevmohan/devcorpwebsite Public

    Primary Website for devcorp

    TypeScript 3