Skip to content
View MalikZeeshan1122's full-sized avatar

Highlights

  • Pro

Block or report MalikZeeshan1122

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
MalikZeeshan1122/README.md

AI Animation

Typing SVG

LinkedIn Β  X Β  Email Β  Resume Β  Profile Views

Β  Β  Β  Β  Β 

About Me

name: Muhammad Zeeshan
role: AI Engineer & Full Stack Developer
company: Founder @ ZorceX
location: Pakistan πŸ‡΅πŸ‡°

currently_building:
  - πŸ€– Autonomous AI Agent systems with multi-agent orchestration
  - 🧠 Production-grade RAG pipelines with advanced retrieval strategies
  - πŸ”— Agentic AI workflows using LangGraph, CrewAI & AutoGen
  - 🌐 Full-stack AI-powered web applications

expertise:
  - Large Language Models (GPT-4, Claude, Gemini, LLaMA, Mistral)
  - AI Agents & Agentic AI Architecture
  - Retrieval Augmented Generation (RAG)
  - Fine-tuning & RLHF
  - Full Stack Development (React, Next.js, FastAPI, Node.js)
  - MLOps & Cloud Deployment

fun_fact: "I don't just use AI β€” I build AI that builds things πŸš€"
AI Coding

Top Languages

Core Expertise Domains

πŸ€– AI Agents & Agentic AI

  • Multi-Agent Orchestration Systems
  • Tool-Use & Function Calling Agents
  • ReAct, Plan-and-Execute Patterns
  • Autonomous Task Decomposition
  • Agent Memory & State Management
  • Human-in-the-Loop Workflows

🧬 LLMs & Generative AI

  • LLM Fine-Tuning (LoRA, QLoRA, PEFT)
  • Prompt Engineering & Chain-of-Thought
  • RLHF & DPO Alignment
  • Multimodal AI (Vision + Language)
  • Model Optimization & Quantization
  • Inference Optimization (vLLM, TGI)

πŸ“š RAG & Knowledge Systems

  • Advanced Retrieval Strategies
  • Hybrid Search (Dense + Sparse)
  • Agentic RAG with Self-Reflection
  • Document Processing Pipelines
  • Knowledge Graph Integration
  • Evaluation & Benchmarking (RAGAS)

🌐 Full Stack & MLOps

  • React / Next.js / FastAPI / Node.js
  • CI/CD for ML Pipelines
  • Model Serving & API Design
  • Containerization & Orchestration
  • Cloud-Native AI Architectures
  • Real-Time Streaming & WebSockets

Tech Arsenal

Skills

πŸ€– AI / ML / LLM Frameworks (click to expand)
Category Technologies
LLM Frameworks LangChain LangGraph LlamaIndex CrewAI AutoGen
LLM Providers OpenAI Anthropic Google Gemini Meta LLaMA Mistral Groq
Deep Learning PyTorch TensorFlow HuggingFace Transformers
ML & Data Scikit-Learn Pandas NumPy OpenCV
Vector Databases Pinecone ChromaDB FAISS Weaviate Qdrant
🌐 Full Stack Development (click to expand)
Category Technologies
Frontend React Next.js TypeScript TailwindCSS Streamlit
Backend Python FastAPI Node.js Django Flask
Databases PostgreSQL MongoDB Redis Supabase
☁️ Cloud & DevOps (click to expand)
Category Technologies
Cloud AWS GCP Azure Vercel
DevOps & MLOps Docker Kubernetes GitHub Actions MLflow DVC
Tools Git VS Code Jupyter Linux

What I Build β€” Agentic AI Architecture

graph TB
    User["πŸ§‘β€πŸ’» User Input"] --> Orchestrator["🧠 Agent Orchestrator"]
    Orchestrator --> Planner["πŸ“‹ Planning Agent"]
    Orchestrator --> Researcher["πŸ” Research Agent"]  
    Orchestrator --> Coder["πŸ’» Coding Agent"]
    Orchestrator --> Reviewer["βœ… Review Agent"]
    
    Planner --> |"Task Decomposition"| TaskQueue["πŸ“ Task Queue"]
    Researcher --> |"RAG + Web Search"| Knowledge["πŸ“š Knowledge Base"]
    Coder --> |"Code Generation"| Tools["πŸ”§ Tool Execution"]
    Reviewer --> |"Quality Check"| Output["πŸ“€ Final Output"]
    
    Knowledge --> VectorDB["πŸ—„οΈ Vector Store"]
    Knowledge --> LLM["πŸ€– LLM Provider"]
    Tools --> API["🌐 External APIs"]
    Tools --> Sandbox["πŸ“¦ Code Sandbox"]
    
    TaskQueue --> Orchestrator
    Output --> User

    style Orchestrator fill:#6366f1,color:#fff
    style Planner fill:#8b5cf6,color:#fff
    style Researcher fill:#8b5cf6,color:#fff
    style Coder fill:#8b5cf6,color:#fff
    style Reviewer fill:#8b5cf6,color:#fff
    style LLM fill:#ef4444,color:#fff
    style VectorDB fill:#06b6d4,color:#fff
Loading

GitHub Analytics

GitHub Stats GitHub Streak

3D Contribution Calendar

Trophies

Activity Graph

Profile Details

Repos per Language Most Commit Language Productive Time

Featured Projects & Contributions

All Repos

πŸ€– AI Agents & Agentic AI

Project Description
🧠 Multi-Agent System Autonomous agent orchestration with LangGraph
πŸ”— Agentic RAG Pipeline Self-correcting RAG with agent-based retrieval
πŸ› οΈ AI Tool-Use Agent Function-calling agent with custom tool registry
πŸ’¬ Conversational Agent Multi-turn agent with persistent memory

🌐 Full Stack AI Apps

Project Description
πŸ“„ AI Document Analyst RAG-powered document QA with Next.js frontend
πŸ–ΌοΈ Vision AI Platform Real-time object detection & image analysis
πŸ“Š ML Dashboard Interactive model monitoring & analytics
🀝 AI Chatbot Platform Multi-model chatbot with streaming responses

🧬 LLM & GenAI

Project Description
🎯 LLM Fine-Tuning QLoRA fine-tuning pipeline for domain LLMs
⚑ Inference Engine Optimized LLM serving with vLLM & TGI
πŸ“ Prompt Framework Structured prompt engineering toolkit
πŸ”„ Model Evaluation Automated LLM benchmarking suite

☁️ MLOps & Deployment

Project Description
🐳 ML Pipeline End-to-end ML pipeline with Docker & K8s
πŸ“ˆ Experiment Tracker MLflow-based experiment management
πŸ”„ CI/CD for ML Automated model training & deployment
πŸ—οΈ AWS AI Stack Serverless AI on AWS Bedrock & Lambda

Current Focus β€” 2025/2026

πŸ”¬ Research & Building
β”œβ”€β”€ πŸ€– Multi-Agent Systems with complex reasoning & planning
β”œβ”€β”€ 🧠 Agentic RAG with self-reflection & adaptive retrieval
β”œβ”€β”€ πŸ”— MCP (Model Context Protocol) server implementations
β”œβ”€β”€ ⚑ LLM inference optimization & edge deployment
β”œβ”€β”€ 🌐 Production-grade AI SaaS applications
└── πŸ“± AI-powered mobile & cross-platform solutions

πŸ“– Learning & Exploring
β”œβ”€β”€ 🧬 Neuro-Symbolic AI & Structured Reasoning
β”œβ”€β”€ πŸ”„ Continual Learning for LLM Agents
β”œβ”€β”€ 🎯 Constitutional AI & Alignment Techniques
└── 🌍 Open-Source AI Model Development
Rocket
Random Dev Quote

Contribution Graph

github-snake

Coding Activity

WakaTime Stats

⏰ Weekly Development Breakdown

πŸ€– AI/ML & LLM Development   β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘   72%
🌐 Full Stack Web Dev         β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   38%
☁️ Cloud & DevOps             β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   28%
πŸ“š Research & Learning        β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   24%
πŸ”§ Code Reviews & OSS         β–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   18%

Latest Writings & Knowledge Sharing

πŸ“– Topic 🏷️ Category πŸ”₯
Building Production RAG Systems with LangChain & LangGraph Agentic AI ⭐⭐⭐
Fine-Tuning LLMs with QLoRA β€” A Practical Guide LLMs ⭐⭐⭐
Multi-Agent Orchestration Patterns for Complex Tasks AI Agents ⭐⭐⭐
Optimizing LLM Inference with vLLM for Production MLOps ⭐⭐
Full Stack AI Apps with Next.js + FastAPI + LangChain Full Stack ⭐⭐⭐

β˜• Support My Work

If my projects or content helped you, consider supporting my open-source journey!

Sponsor Β  Buy Me A Coffee

Let's Build the Future Together

Connect Animation

Quote

LinkedIn Β  X Β  Email Β  Resume Β  GitHub

πŸ’‘ Open to collaborations on AI Agents, LLM Applications & Full Stack AI projects

Pinned Loading

  1. Financial-Dashboard-Powered-by-World-Bank-API Financial-Dashboard-Powered-by-World-Bank-API Public

    financial dashboard using World Bank API data. Dashboard will cover key economic indicators like GDP, imports, exports, demographics, and more for multiple countries. Key Components: GDP Tracking …

    Python

  2. v0-congestion-ai-app-build v0-congestion-ai-app-build Public

    TypeScript 1 1

  3. SYNAPTIC SYNAPTIC Public

    SYNAPTIC is an enterprise-grade AI platform that delivers predictive analytics, autonomous optimization, and revenue intelligence for global supply chains. Trusted by 500+ Fortune 500 companies to …

    TypeScript

  4. Carbon-Aware-AI Carbon-Aware-AI Public

    Carbon-Aware AI is a combined dashboard and decision-support framework designed to make the energy and carbon impacts of AI systems visible, measurable, and actionable.

    Python 1

  5. Deploying-Machine-Learning-Models-in-Production Deploying-Machine-Learning-Models-in-Production Public

    Jupyter Notebook 1

  6. ai-medical-assistant ai-medical-assistant Public

    An AI-powered medical assistant application that provides intelligent health consultations, symptom tracking, appointment management, and access to medical resources. Built with modern web technolo…

    TypeScript