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avyaktrout/README.md

👋 Hi, I’m Avyakt Rout

I’m a Computer Science student at Cal State Fullerton (Class of 2026) focused on building distributed backend systems and AI-powered applications.

I’m especially interested in:

  • Distributed systems & microservice architectures
  • Memory-augmented AI systems
  • Benchmark-driven model evaluation
  • Secure backend APIs
  • Cloud-native deployment

I enjoy taking ideas from architecture → implementation → deployment, with an emphasis on reliability, scalability, and clean system design.


🚀 Featured Project

🔹 Oggy — Distributed, Continuously Learning AI Platform

Node.js · Python · PostgreSQL · Redis · Docker · AWS · LLM APIs

Oggy is a multi-domain AI system composed of:

  • API Gateway + 5 domain microservices
  • Vector-based memory service for semantic retrieval
  • Python-based learning orchestration service
  • Benchmark-driven training loops (LLM-as-judge evaluation)
  • Adaptive difficulty scaling and performance analytics
  • Production deployment via Docker, AWS EC2, and Cloudflare Tunnel

Oggy is my largest systems project to date and represents my work on distributed architecture, AI orchestration, and production deployment.


🛠️ Technical Stack

Languages

Java · Python · C++ · SQL

Backend & Infrastructure

Spring Boot · FastAPI · Node.js · REST APIs · JWT · Microservices

Databases

PostgreSQL · Redis · SQLite

DevOps & Cloud

Docker · AWS · Azure · Git · CI/CD

AI & LLM Systems

OpenAI · Anthropic · Gemini · LLM evaluation pipelines · Vector retrieval


🚀 Other Projects

🔹 GlucoCloud — Full-Stack Health Platform

Spring Boot · React · PostgreSQL · Docker

A secure web application for tracking glucose levels, meals, and medications.

  • Built a JWT-secured REST API for user-level data isolation
  • Designed normalized relational schemas
  • Containerized backend services for consistent deployment

🔹 AI Email Reply Generator

Spring Boot · React · Gemini API

A Gmail extension that generates context-aware email replies using structured prompt pipelines.

  • Integrated full-stack workflow directly into Gmail UI
  • Built backend service to process email threads and construct AI prompts

📫 Connect With Me


I’m currently seeking junior backend or full-stack software engineering roles where I can contribute to real production systems and continue building scalable, intelligent software.

Pinned Loading

  1. glucocloud glucocloud Public

    A platform where users log daily blood sugar readings, meals, and medication, with analytics over time.

    Java

  2. chunkys0up/deep-threes chunkys0up/deep-threes Public

    fullyhacks 2026

    Jupyter Notebook 3

  3. Dylansm37/cpsc491 Dylansm37/cpsc491 Public

    Project for 491

    JavaScript 1 2