Skip to content
View SHARON-MK's full-sized avatar

Block or report SHARON-MK

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.

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
SHARON-MK/README.md

πŸ‘‹ Hi, I'm Sharon

πŸš€ AI Systems & LLM Backend Engineer
Building scalable AI architectures, production-ready agent systems, and high-performance backend infrastructures.

I specialize in designing and engineering robust AI-powered systems β€” from Retrieval-Augmented Generation (RAG) pipelines to advanced LLM orchestration and distributed backend architectures.


🧠 AI & Systems Focus

  • πŸ€– Designing AI Agent Architectures (tool-calling, multi-agent workflows, orchestration)
  • πŸ”Ž Building Production-Grade RAG Pipelines (vector search, hybrid retrieval, reranking)
  • ⚑ LLM Infrastructure (vLLM, inference optimization, prompt engineering)
  • πŸ—οΈ Scalable Backend Systems for AI applications
  • πŸ”¬ Experimenting with fine-tuning strategies & model optimization

I focus on understanding systems at a fundamental level β€” because once the core mechanics are clear, you can build anything on top of them.


πŸ› οΈ Tech Stack

πŸ”Ή AI & LLM

Python β€’ LangChain β€’ LLM APIs β€’ RAG β€’ Agents β€’ Vector Databases β€’ Embeddings β€’ vLLM β€’ Prompt Engineering

πŸ”Ή Backend & Architecture

Node.js β€’ NestJS β€’ Express β€’ TypeScript β€’ REST APIs β€’ Kafka β€’ Docker β€’ AWS β€’ Microservices

πŸ”Ή Database & Infrastructure

MongoDB β€’ PostgreSQL β€’ Cloud Basics (AWS) β€’ GitHub Actions

πŸ”Ή Frontend

React (MERN) – Building UI layers for AI-powered applications


🎯 What I Build

  • AI-powered backend systems
  • Agent-driven automation workflows
  • Scalable APIs for LLM-based products
  • Full-stack AI applications
  • Clean, understandable educational AI implementations

🌱 Currently Exploring

  • Advanced Agent Orchestration
  • Streaming LLM systems
  • High-performance inference optimization
  • Distributed AI architectures

Popular repositories Loading

  1. RAG-EXPLAINED-CLEARLY RAG-EXPLAINED-CLEARLY Public

    HTML 1 1

  2. MARKETFEED_SITE_CLONE MARKETFEED_SITE_CLONE Public

    CSS

  3. OPEN_SEA_SITE_CLONE OPEN_SEA_SITE_CLONE Public

    HTML

  4. PERSONAL_SITE_OLD PERSONAL_SITE_OLD Public

    CSS

  5. COCA_COLA_SITE_CLONE COCA_COLA_SITE_CLONE Public

    HTML

  6. 1st-basic-study-simple-dynamic-web 1st-basic-study-simple-dynamic-web Public

    Handlebars