Skip to content
View shreyescodes's full-sized avatar
🎯
Focusing
🎯
Focusing
10 followers · 12 following

Achievements

Achievement: Pull Sharkx2

Achievements

Achievement: Pull Sharkx2

Highlights

Block or report shreyescodes

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
Shreyescodes/README.md

Hey, I'm Shreyas 👋

AI Backend Engineer based in Bengaluru · Building production LLM & RAG systems · Open to new roles Profile Views

🚀 What I Do

I build AI backend systems that actually ship — not demos that live in Jupyter notebooks.

  • LLM & RAG pipelines — LangChain, LangGraph, multi-tenant retrieval, hybrid search
  • Backend engineering — FastAPI, PostgreSQL, Redis, async Python
  • Cloud & infra — AWS (EC2, S3, Lambda), CI/CD, Docker
  • Domain — Wealthtech / fintech AI, regulated data systems

🏆 Things I'm Proud Of

  • Merged PR @ BerriAI/LiteLLM (18k+ ⭐) — Fixed CORS, exception-masking, and infinite-loop risk
  • KSCST Government Research Grant — Edge AI on HAR, sponsored by IISc Bengaluru
  • IETE Best Paper Award — KNN-based HAR system on Nvidia Jetson Nano
  • Founding Engineer @ Atrean — Sole Python/AI engineer, US wealthtech AI startup

🔧 Tech Stack

Languages: Python · SQL · JavaScript AI/ML: LangChain · LangGraph · LlamaIndex · OpenAI · HuggingFace Backend: FastAPI · PostgreSQL · Redis · Celery Cloud: AWS (EC2, S3, Lambda) · Docker · GitHub Actions Vector DBs: FAISS · Chroma · Pinecone

📬 Open to AI Engineer / Backend SDE / MLOps roles in fintech & regulated AI

LinkedIn · X · Medium

Pinned Loading

  1. RAG-Data-Platform RAG-Data-Platform Public

    A full-stack synthetic data platform with Retrieval-Augmented Generation (RAG) workflows and advanced multi-agent capabilities for querying financial data using natural language.

    Python 1

  2. report-generation report-generation Public

    A secure, multi-tenant PDF report generation library for Python backends, built for production. Handles the full pipeline: data isolation, statistical analysis, chart generation, HTML rendering, an…

    Python 1

  3. vol-regime-backtester vol-regime-backtester Public

    Fully vectorized, rules-based systematic backtesting framework. It is designed to evaluate trading strategies across multiple asset classes (Crypto, Equities, Gold) without relying on leverage.

    Jupyter Notebook 1

  4. Data-Analyst-AI-Agent Data-Analyst-AI-Agent Public

    A Data Analyst AI agent that automates the entire data lifecycle from data ingestion to transformation, querying, visualization, and reporting.

    Python 1

  5. Invoice-Intelligence-Platform Invoice-Intelligence-Platform Public

    Python 1

  6. PageIndex-vs-RAG-Benchmark PageIndex-vs-RAG-Benchmark Public

    Python