Skip to content
View Spectraa28's full-sized avatar
😉
😉
1 follower · 0 following
  • 16:41 (UTC -12:00)

Achievements

Achievement: Pull Shark

Achievements

Achievement: Pull Shark

Block or report Spectraa28

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Spectraa28/README.md

Hey, I'm Sonu 👋

Backend & Applied AI Engineer

I build backend systems and infrastructure around LLM applications — reliable ingestion pipelines, RAG systems, agent observability, evaluation, and developer tooling.

Currently building

  • LexGuard — durable document ingestion and retrieval using Spring Boot, FastAPI, PostgreSQL/pgvector, RabbitMQ, transactional outbox, recovery workflows, and observability.
  • TraceLab — LLM agent observability and evaluation platform with a published Python SDK.
  • Enterprise Agentic RAG — conditional retrieval, reranking, guardrails, and evaluation with LangGraph and Qdrant.

Stack

Python · Java · FastAPI · Spring Boot · PostgreSQL · RabbitMQ · Redis · Docker · LangGraph · Qdrant · Next.js

Projects & demos: sverma.online
Email: svermaengineer@gmail.com
LinkedIn: linkedin.com/in/sonu-verma28

Pinned Loading

  1. TaskManager TaskManager Public

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

    Java

  2. llm-router llm-router Public

    A high-performance, deterministic LLM cost router that optimizes traffic splits between Gemini Flash and Flash-Lite using an additive heuristic matrix. Features regex text sanitization and MLflow t…

    Python

  3. Financial-Rag Financial-Rag Public

    Production RAG API for financial document Q&A — hybrid BM25 + MiniLM retrieval, Docling ingestion, RAGAs evaluation, FastAPI + Docker. Built on Apple 10-K FY2023.

    Python

  4. LexGuard LexGuard Public

    Python 1

  5. VaultLearn VaultLearn Public

    https://youtu.be/zEogil51rxU?si=FCw5qj8ohza4Bmd7

    Python

  6. AgenticRag AgenticRag Public

    https://youtu.be/bUCx1aXdokg?si=71HB5AtpFUyoZWbS

    TypeScript