Mubashar Ashraf - Full-Stack AI Engineer

Profile

Full-stack AI engineer focused on building practical AI agents, RAG systems, n8n automation workflows, and full-stack AI applications that move from idea to deployed software. Experienced with LangGraph, LangChain, LLM integration, vector databases, prompt engineering, agent memory, n8n, OpenRouter, Airtable, Cloudinary, Python, Node.js, PostgreSQL, Docker, REST APIs, backend integrations, automation dashboards, and production-ready deployment workflows.

Experience

Independent AI & Full-Stack Developer

Project-Based

Freelance platform work & direct client projects

Built AI automations, web dashboards, backend APIs, n8n workflows, and custom tools from client requirements through delivery.
Handled face-to-face requirement gathering, scope discussions, demos, revisions, and handoff communication.
Delivered practical solutions across AI agents, RAG systems, full-stack apps, API integrations, and deployment-ready dashboards.

Technical Skills

AI & LLM

AI Agents RAG Systems Vector Databases LLM Integration Prompt Engineering AI Automation n8n Workflows OpenRouter Airtable Automation Multi-Agent Systems Full-Stack AI Apps Model Deployment AI Evaluation Agent Memory LangGraph LangChain Groq API Whisper

Languages

Python JavaScript Rust C++ Dart MQL5

Web & Backend

Node.js Django Express.js PostgreSQL REST APIs WebSockets

Tools & Platforms

Docker Git / GitHub n8n Airtable Cloudinary Meta Instagram API FFmpeg Flutter Shopify MetaTrader

Client & Delivery

Client Communication Requirements Gathering Technical Documentation Remote Collaboration Problem Solving Fast Learning

Education

BS Software Engineering

2023 — 2027

COMSATS University Islamabad

Relevant Coursework: Data Structures, OOP, Databases, Software Architecture, AI/ML

Selected Work

📈 Smart Trade Automation — AI-Powered Trading Platform

AI Platform

Built a production-grade trading automation platform that uses AI agents to generate trading scripts, refine strategies, run backtesting workflows, and support risk-aware optimization for non-technical traders. Designed as a client-facing platform with automation, strategy management, and MetaTrader integration at the core.

MQL5PythonRustAI AgentsMetaTraderBacktestingRisk Automation

🤖 NewsAgent AI — WhatsApp News Aggregator

AI + Full-Stack

Built an autonomous AI agent system with LangGraph that fetches news from 6+ trusted sources, filters duplicates, generates concise summaries with a hosted LLM API, scores relevance, and delivers curated digests through WhatsApp. Includes a PostgreSQL backend, Docker deployment, and web dashboard.

PythonLangGraphLLM APIPostgreSQLWhatsApp APIDocker

IG Instagram AI Automation - n8n Content Pipeline

AI Workflow

Built a two-workflow n8n automation system that generates Instagram-ready content packages, creates AI images, uploads assets to Cloudinary, logs lifecycle state in Airtable, and publishes approved posts through the Meta Instagram API. Includes async polling, duplicate-prevention states, retry handling, and recoverable publish-failure tracking.

n8nOpenRouterKie AICloudinaryAirtableMeta Instagram APIState Management

🎬 YouTube Shorts AI Agent — Auto Video Editor

AI Pipeline

Developed an AI-powered pipeline that downloads YouTube videos, transcribes with faster-whisper (GPU), uses an LLM scoring workflow to identify the most engaging segments, and auto-edits each into vertical shorts (9:16, ~60s) with burned-in captions — ready for upload.

Pythonfaster-whisperLLM ScoringMoviePyFFmpegyt-dlp

📱 Social Saver — Cross-Platform Video Downloader

Flutter

Cross-platform mobile app built with MVVM architecture and Bloc state management — downloads videos from Instagram, YouTube, TikTok & Facebook. Features light/dark mode and clean UI.

FlutterDartBlocMVVMREST APIs

🔐 Endpoint Detection & Response System

Security

Cybersecurity EDR system with a C++ monitoring agent, Python threat analysis backend, HTML dashboard for visualization, and containerized Docker deployment.

C++PythonDockerCMake

🛒 Calfume — Custom Shopify E-Commerce Store

Shopify

Fully customized Shopify store with extensive Liquid template customization, custom JavaScript interactions, and responsive CSS styling.

ShopifyLiquidJavaScriptCSS