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bhumikadangayach/README.md

Hi, I'm Bhumika Dangayach πŸ‘‹

Full-Stack & AI/ML Engineer Β· BIT Mesra '27
Building production-grade systems β€” from RAG pipelines to scalable backends πŸš€

LinkedIn Email GitHub


πŸ§‘β€πŸ’» About Me

  • πŸŽ“ B.Tech ECE @ Birla Institute of Technology, Mesra (2023–2027)
  • πŸ’Ό Former SWE Intern @ NukeLancers β€” secured APIs, optimized PostgreSQL + Redis, shipped 3 production features
  • πŸ”­ Currently building: ShadowRecruit β€” an AI agent for mock interviews using LangChain + RAG + Slack SDK
  • 🌱 Learning: Go (Golang), Kubernetes, CNCF cloud-native ecosystem
  • πŸ† Top 0.1% among 400,000+ participants β€” Flipkart GRID 6.0
  • 🎯 Goal: Contribute to CNCF / LFX Mentorship open source projects

πŸ› οΈ Tech Stack

Languages
C++ Java Python JavaScript SQL Go

AI / ML
LangChain RAG NLP LLMs

Backend
Node.js FastAPI Express.js

Frontend & Databases
React Tailwind CSS PostgreSQL Redis

Cloud & DevOps
Docker AWS Vercel GitHub Actions


πŸš€ Featured Projects

πŸ€– ShadowRecruit Β· Live β†—

AI-powered mock interview chatbot β€” Slack-native, async, multi-turn LLM conversations
RAG pipeline with 95% relevance on 500+ queries Β· 30% faster LLM response after async migration
FastAPI LangChain RAG LLMs Slack SDK React Vercel + Railway

πŸ›’ Shri Poshak

Scalable e-commerce marketplace backend β€” 1,000+ SKUs, real-time inventory, Razorpay payments
40% API response time reduction Β· atomic transactions Β· JWT + RBAC + rate limiting
Node.js Express.js PostgreSQL Redis Razorpay Railway

πŸ’° AI-Driven Smart Finance Assistant

Fine-tuned NLP classifier to 88% accuracy (14 pts above LLM baseline)
92% anomaly detection precision Β· avg 18% user expense reduction
FastAPI Python Prophet Docker NLP


πŸ’Ό Work Experience

Software Engineering Intern β€” NukeLancers (May–Aug 2025)

  • πŸ”’ Secured 100% of API endpoints via JWT + RBAC middleware in Node.js
  • ⚑ Diagnosed 200ms latency spike from inefficient PostgreSQL joins; Redis caching β†’ 15% response time reduction for 1,000+ users
  • πŸš€ Introduced structured PR reviews + automated testing β†’ zero post-release hotfixes across 3 shipped features

πŸ“ˆ GitHub Stats

Bhumika's GitHub Stats

Top Languages


πŸ† Achievements

  • πŸ₯‡ Top 0.1% among 400,000+ participants β€” Flipkart GRID 6.0
  • πŸ’ͺ 400+ DSA problems solved (LeetCode / GfG) β€” focus on Graphs & DP
  • 🎀 Led 10-member team organizing 3 technical workshops for 500+ students

🌱 Open Source Journey

  • 🎯 Actively exploring CNCF projects (Meshery, Prometheus, Envoy) for first contributions
  • πŸ” Looking for good first issue in Go / Python / TypeScript projects
  • πŸ“š Working towards LFX Mentorship 2026 application

Profile views

"Build things. Break things. Learn fast."

Pinned Loading

  1. shadow-recruit shadow-recruit Public

    TypeScript 1

  2. ecommerce-website ecommerce-website Public

    JavaScript