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Available for work Faisalabad, PK — 31.45°N

GenAI & Backend Engineer // Portfolio 2026

MUHAMMAD SIDDIQ

I build production-grade AI applications — RAG systems, agentic workflows, voice agents & scalable backends that turn business requirements into reliable, maintainable, AI-powered products.

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01 / About

Engineering intelligence
into reliable products.

GenAI & Backend Engineer with experience building production-grade AI applications, RAG systems, agentic AI workflows, and scalable backend services.

I work with Python, LangChain, LangGraph, FastAPI, Flask, OpenAI APIs and vector databases to deliver context-aware, automation-driven experiences — from AI chatbots and WhatsApp agents to SaaS platforms and enterprise web apps.

My focus is transforming business requirements into reliable, maintainable, and impactful AI-powered products, bridging modern AI capabilities with real-world software engineering.

0 Projects shipped
0+ Technologies
0 Certifications
02 / Skills

The stack behind the systems.

A toolset tuned for AI products — from orchestration and retrieval to APIs, data, and deployment. Hover to feel them pull.

Languages

Python proficient TypeScript

Artificial Intelligence

Machine Learning Deep Learning NLP LLM Agentic AI RAG Pipelines Generative AI AI Automation Voice-to-Voice AI Agents MCP

Frameworks & Libs

LangChain LangGraph LangSmith FastAPI Flask React Next.js Node.js NumPy Pandas Scikit-learn TensorFlow/Keras Pydantic SQLAlchemy Prisma

Databases & Vector

MySQL PostgreSQL Redis Supabase Pinecone FAISS Chroma

Tools & Platforms

Hugging Face Postman Twilio MCP

Deployment & VC

Vercel Netlify Railway Hostinger cPanel SiteGround DigitalOcean Git GitHub

AI Engineering Tools

Cursor GitHub Copilot Claude Code OpenCode Kilo Code Hermes Agent Qwen CLI Gemini CLI

Software

VS Code Jupyter Notebook Google Colab

Soft Skills

Adaptability Time Management Quick Learning Effective Multitasking
03 / Experience

Currently shipping
at ElevateXCrew.

Designing and deploying agentic AI pipelines, RAG systems, AI chatbots and n8n automation workflows that reduce manual operations and enable intelligent business automation.

Feb 2026 — Present Current role

GenAI & Backend Engineer

ElevateXCrew · Faisalabad, Pakistan

  • Designed and deployed Agentic AI pipelines, RAG systems, AI chatbots, and n8n automation workflows for client projects, reducing manual operations and enabling intelligent business automation.
  • Built Voice-to-Voice AI Agents with STT/TTS integration, an AI-powered Appointment Booking Chatbot, and a Client Project Monitoring System as part of internal product development.
  • Designed and implemented LLM/GPT-based RAG systems and chatbots to enhance language understanding, automate workflows, and support customer knowledge retrieval.
  • Developed AI-driven automation solutions, including social media auto-posting and n8n workflows, reducing manual effort and improving operational efficiency.
04 / Projects

Selected work.

AI products, RAG systems, agentic platforms and full-stack apps — designed, built and shipped end-to-end. tilt the cards ↳

01 RAG · Agentic

AI Chatbot with RAG using LangGraph

Intelligent AI chatbot with LangGraph orchestration, FastAPI backend and React frontend — real-time streaming responses and multi-thread conversation management.

  • RAG pipeline with FAISS, automated PDF processing, semantic search & context-aware retrieval.
  • Multi-tool capabilities: web search, weather, calculator, stock market — with persistent chat history & memory.
LangGraphLangChainFastAPIReactFAISSSQLiteOpenAI APIRAG
GitHub →
02 AI · Automation

WhatsApp Booking Agent

AI-powered WhatsApp assistant that automates appointment scheduling through natural-language conversations.

  • Full-stack platform: real-time booking management, analytics dashboard, automated reminders, Redis background processing.
  • OCR-based payment verification, structured booking workflows & AI-driven conversation handling.
OpenAI APITwilioFlaskReactMySQLRedisOCRWhatsApp Business API
03 Extension · RAG

YouTube RAG Chat — Chrome Extension

Chat with any YouTube video via transcript extraction, semantic search and AI-powered Q&A — right inside the browser.

  • FastAPI backend for transcript processing, embedding generation & FAISS context-aware retrieval.
  • Conversation persistence, automatic video detection & real-time retrieval workflows.
FastAPIChrome ExtensionFAISSOpenAI APIYouTube Transcript APIRAG
GitHub →
04 Agentic · LMS

LMS Agentic

Full-stack Learning Management System with role-based access for administrators, teachers and students — powered by an AI educational assistant.

  • AI assistant via LangGraph & OpenAI API with role-specific tools and workflow automation.
  • Agent orchestration, persistent chat history & comprehensive course management through a unified dashboard.
LangGraphOpenAI APIReactTypeScriptFlaskSQLAlchemyPostgreSQL/MySQLAgentic AI
GitHub →
05 Full-stack · CMS

ElevateXCrew — Corporate Website & CMS

End-to-end development lifecycle: business requirements into a production-ready corporate website and content management platform for a software company.

  • Next.js SSR frontend, Express.js backend, MySQL & a dedicated React admin portal for blogs, portfolios, careers & media.
  • SEO-optimized & scalable: JWT auth, markdown CMS, image management, dynamic rendering, cache revalidation & production deployment.
Next.js 14ReactTypeScriptTailwindNode.jsExpress.jsPrismaMySQLJWTSSR
Live →
06 SaaS · Voice AI

RaketH Clone — AI Voice Cloning & TTS SaaS

End-to-end AI SaaS platform for voice cloning, multilingual speech synthesis and translation-powered voice generation — with scalable subscription billing.

  • Secure auth, credit-based billing, generation history, voice library management & responsive user dashboards.
  • Admin tools: real-time analytics, user & subscription management, credit allocation & engagement workflows.
Next.js 16TypeScriptPrismaNextAuth.jsMySQLZustandTanStack QueryFramer MotionVoice CloningTTS
07 RAG · Education

GraceWise — AI-Powered Spiritual Learning Platform

A production-ready RAG platform delivering personalized spiritual guidance through LLM-powered reasoning over curated knowledge bases.

  • Curriculum Management system for creating, organizing & delivering structured educational content across multiple age groups and learning stages.
  • End-to-end document pipelines: PDF extraction, embedding generation, vector storage & retrieval-augmented response generation.
FlaskLangChainOpenAI APIGroqChromaDBSentence TransformersMySQLSQLAlchemyRAGSemantic Search
Live →
05 / Certifications

Verified & certified.

Recognized for backend engineering and generative AI expertise.

Aug 2025

Backend Engineer

Akhuwat First Faisalabad

Oct 2025

GenAI Engineer

Tecrix

Education

Intermediate

Akhuwat College Kasur

06 / Contact

Let’s build something intelligent

Have an AI product or backend to ship? Let’s talk.

Phone +92 316 5950292 GitHub /genaiwithms LinkedIn /in/genaiwithms