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  • 20:23 (UTC -12:00)

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Spectraa28/README.md

💫 Hi, I'm Sonu (aka Spectra) 👋

I'm a Software Engineer who loves bridging the gap between rock-solid backend architectures and data-driven intelligence.

Most developers jump straight into writing basic APIs; I obsess over system design, message brokers, and MLOps pipelines. I am currently executing a 6-month engineering roadmap, transitioning from building enterprise-grade Java/Spring Boot monoliths to deploying production Machine Learning infrastructure.

  • 🚀 Just Shipped: TaskFlow (Production-grade project manager using Spring Boot, WebSockets, and RabbitMQ) & a Fraud Detection API (Dockerized XGBoost deployed on Railway).
  • 🔭 Currently Building: A Multimodal Search Engine utilizing CLIP embeddings to map text and images into a shared vector space.
  • 🌱 Upcoming: FinTrack - A high-stakes financial backend focusing on ACID-compliant transactions and concurrency.
  • ✍️ Building in Public: I share my architecture deep-dives, MLOps "gotchas", and Train-Serve Skew debugging stories over on LinkedIn.
  • ⚡ Fun fact: I use Arch Linux, btw.

🌐 Connect with me:

LinkedIn Discord Email

💻 Tech Stack:

Backend & Databases

Java Spring Boot FastAPI Postgres Redis

ML & Cloud Infrastructure

Python scikit-learn Docker RabbitMQ Arch Linux

📊 GitHub Stats:



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  1. ai-ml-journey ai-ml-journey Public

    Building production ML systems from scratch. Java dev → ML Engineer. Follow the journey.

    Python

  2. TaskManager TaskManager Public

    🚧 Real-time task management system built with Spring Boot, WebSockets & RabbitMQ — building in public

    Java

  3. ecom-spring ecom-spring Public

    A multi-role e-commerce REST API built with Spring Boot 3, JWT auth, Stripe payments, and PostgreSQL — supporting Admin, Seller, and User roles.

    Java

  4. fraud-ml-pipeline fraud-ml-pipeline Public

    XGBoost fraud detection model served as a production REST API — FastAPI + Docker + Railway

    Python

  5. Semantic-search Semantic-search Public

    A high-performance Semantic Search API built with FastAPI and ChromaDB. Features a hashing-based A/B testing framework to evaluate Sentence-Transformer models (MiniLM vs MPNet) with real-time obser…

    Jupyter Notebook