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Sathvik5647/README.md

Hey, I'm Sathvik Merugu πŸ‘‹

Backend Engineer Β· ML Engineer Β· Full Stack Developer Β· CS Student
Building intelligent systems β€” from fraud-detection GNNs to mobile-first campus apps.


🧠 About Me

  • πŸŽ“ CS Student with deep focus on backend engineering, ML systems, and data science
  • βš™οΈ I build end-to-end systems β€” from training and deploying ML models to designing scalable APIs
  • πŸ”¬ Currently working on an ML model to detect review bombing (per-review suspicion scoring + coordinated campaign detection) and a local vendor Android app
  • πŸ’‘ I like solving problems where ML and backend engineering intersect β€” fraud detection, content moderation, behavioral analytics

πŸ› οΈ Tech Stack

Languages

Python TypeScript Java C

Backend & APIs

Flask FastAPI Node.js

Frontend

React React Native Tailwind CSS

ML / Data Science

PyTorch scikit-learn Pandas NumPy Matplotlib HuggingFace

Databases & Tools

MongoDB Git Docker


πŸš€ Projects

πŸ” KavachPay β€” Gig-Worker Insurance Platform

React Tailwind Node.js FastAPI Python MongoDB

Tamper-evident behavioral fingerprinting system that generates unforgeable work proof via browser and server-side signals β€” zero GPS trust.

  • Sole ML Engineer; architected and trained 4 models: Session Behavioral Authenticator, Work-Proof Validator, Environmental Consensus Engine, and a Graph Neural Network Fraud Ring Detector
  • Delivered ML microservice via Python FastAPI; integrated seamlessly with Node/Express backend

πŸ“± CampusBook β€” Campus Super-App

React Native Expo Tailwind Node.js FastAPI MongoDB

Mobile-first campus network unifying clubs, communities, a campus map, food navigation, and event registration β€” 100 users within days of launch (Apr 2026).

  • Led backend development and ML pipeline; implemented NLP + NudeNet content moderation via FastAPI
  • Coordinated a 2-person team end-to-end; designed majority of UI screens

✈️ TripSmart β€” Smart Trip Planner

React Tailwind Radix UI Node.js FastAPI MongoDB

Eliminates multi-platform comparison fatigue β€” ML model optimizes travel options, accommodation, and budget distribution in a unified interface.

  • Solo-built: full-stack ownership across frontend, backend, and ML model training/deployment

πŸ§’ SafeQuest β€” AI Story Game for Children

React Node.js MongoDB HuggingFace Python

AI-powered narrative game with theme-driven story generation, real-time TTS, HuggingFace image synthesis, and dynamic character animation.

  • Led API integrations, backend architecture, and UI design
  • πŸ† Reached Toycathon Finals (Vadodara, city-level) leading a team of 4

πŸ† Achievements

  • πŸ₯‡ Guidewire DevTrails β€” Phase 3 Finalist
  • πŸ₯‡ Toycathon Vadodara β€” City-level Finals

πŸ“Š GitHub Stats


Open to collaborations, internships, and interesting problems. Let's build something meaningful.

Pinned Loading

  1. TripSmart TripSmart Public

    TypeScript 3 2

  2. kishan-1001/KavachPay kishan-1001/KavachPay Public

    TypeScript 2 1

  3. perthho/campusbookWebapp perthho/campusbookWebapp Public

    TypeScript