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Vrishti-vibes/README.md

πŸ’« About Me

Hi, I'm Vrishti Kumari


Professional Summary

Pre-final year B.Tech Computer Science Engineering (2023–2027) student specializing in AI/ML systems, backend engineering, and scalable full-stack applications.

I build machine learning-powered systems, LLM-based applications, and production-grade backend architectures that move seamlessly from data β†’ model β†’ API β†’ product. My work focuses on scalability, reliability, and real-world impact, combining strong engineering fundamentals with applied AI.


Technical Focus Areas

AI / Machine Learning

  • Supervised & unsupervised learning fundamentals
  • Feature engineering & data preprocessing
  • Model evaluation & performance optimization
  • ML pipelines & inference-ready model integration

AI & Intelligent Systems

  • Document Intelligence: OCR, NLP, RAG pipelines
  • LLM-powered applications, prompt orchestration & inference workflows
  • AI automation & workflow optimization
  • Semantic search, summarization & data extraction

Backend Engineering

  • RESTful & async APIs with FastAPI and Flask
  • Authentication, authorization & role-based access control (RBAC)
  • Data modeling with MongoDB and Firebase
  • Error-resilient, scalable service architectures

Full-Stack Development

  • Frontend systems with React & Tailwind CSS
  • API-driven UI architectures
  • Cloud-ready, deployment-friendly applications
  • Performance-focused design patterns

Professional Experience

Extern β€” AI-Powered Document Intelligence
Extern Γ— Outamation

  • Designed and implemented document understanding pipelines
  • Built OCR + NLP workflows for unstructured documents
  • Developed RAG-based ML systems for semantic document querying
  • Improved automation accuracy and processing efficiency

Python Developer Intern
The Developers Arena

  • Developed backend APIs and automation scripts
  • Implemented robust data processing & validation logic
  • Applied clean code practices, exception handling & debugging
  • Worked under real-world production constraints and timelines

Leadership & Community Impact

President β€” Entrepreneurship Cell (E-Cell), VGI

  • Leading entrepreneurship, innovation & startup initiatives
  • Organized hackathons, workshops, and speaker sessions
  • Mentored students on product thinking and technical execution
  • Bridged academia with startup and industry ecosystems

Open-Source Contributor & Mentor Active contributor and mentor across: SWOC Β· SSOC Β· GSSoC ’25 Β· Next Bench

Mentoring focus:

  • Open-source workflows & collaboration
  • Real-world contribution practices
  • Developing engineering mindset beyond tutorials

What I Build

  • AI-powered automation tools
  • LLM-based assistants & document intelligence systems
  • Backend platforms with real-world use cases
  • Full-stack applications with scalable architecture
  • Community-driven, impact-focused tech products

Current Professional Goals

  • Architect scalable AI-first products
  • Deepen expertise in backend & system design
  • Ship production-ready open-source solutions
  • Grow as a technology leader and innovator

Tech Stack

Languages: C Β· C++ Β· Python Β· JavaScript

Backend & APIs: FastAPI Β· Flask Β· Django Β· Firebase Β· MongoDB

Frontend: React Β· Tailwind CSS Β· Angular Β· HTML Β· CSS

AI / ML & Data: NumPy Β· Pandas Β· Matplotlib Β· Scikit-learn Β· LLM APIs Β· Streamlit

Cloud & DevOps: AWS Β· Azure Β· Cloudflare

Design & Media: Figma Β· Canva Β· Adobe Suite


Connect With Me


Engineering Philosophy

🌐 Socials:

Bluesky Discord Instagram LinkedIn email

πŸ’» Tech Stack:

C C++ JavaScript HTML5 Python PowerShell CSS3 Firebase Oracle Azure Cloudflare AWS TailwindCSS Streamlit Flask FastAPI Django Angular Firebase Adobe Canva Figma Adobe Premiere Pro Matplotlib Pandas nVIDIA

πŸ“Š GitHub Stats:



πŸ† GitHub Trophies

✍️ Random Dev Quote

πŸ” Top Contributed Repo


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