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mehaksandhudev/README.md

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👋 About Me

💡 "If it runs more than twice — automate it. If it costs monthly — self-host it."

I am an Automation Architect & Backend Architect based in Amritsar, Punjab, India 🇮🇳. My mission is to streamline daily operations with self-hosted automation, allowing teams to work smarter and helping companies scale efficiently to their highest potential.

  • What I Build: Production-ready, cost-optimized, Docker-shippable infrastructure.
  • Specialties: n8n Workflow Orchestration, AI Agents & LLM Pipelines, Video Automation, and Self-Hosted Systems.
  • Collaboration: Partnering with Founders, Creators, and Enterprises for freelance, remote, or consulting roles.

I build systems that think, decide, and execute — 24/7, without manual intervention. My focus is always on production-ready, cost-optimized, Docker-shippable infrastructure. Built in public. Always open-source first.


🧠 Skills & Core Competencies

🔄 Workflow Automation

  • n8n — complex, stateful, multi-branch workflows with error-handling & retry logic
  • Webhook-driven event pipelines connecting 50+ services
  • Replacing entire manual workflows with 24/7 autonomous execution
  • Rate-limit-safe JSON-backed systems (zero database costs)
  • Make.com · Zapier · custom webhook bridges

🤖 AI Agents & LLM Systems

  • Multi-agent systems with memory, tool-use, dynamic routing & role decomposition
  • Autonomous self-improving agents with persistent state recovery (zero amnesia)
  • Applied ML & Probability Classifiers (LightGBM, walk-forward OOS validation)
  • RAG pipelines with vector stores (Pinecone, Qdrant, pgvector, Supabase)
  • Local & Edge Inference: Ollama, Gemini 2.0 Flash, Cloudflare Workers AI, FLUX.1 on Modal

🎬 Video & Media Pipelines

  • End-to-end YouTube ingestion → AI processing → auto-publish
  • MediaPipe face detection & landmark extraction (local, no GPU)
  • yt-dlp + MinIO/S3 self-hosted video storage pipelines
  • AI voiceover, caption generation & thumbnail automation at scale
  • Docker-containerized, n8n-orchestrated media microservices

🏗️ Backend & Infrastructure

  • FastAPI · Next.js · TypeScript — production-grade APIs & full-stack architectures
  • Docker microservices & Ephemeral PR preview environments (Cloudflare Tunnels)
  • Native Mobile App Development (Kotlin & Jetpack Compose)
  • Self-hosted on VPS / Coolify / Nginx — replace SaaS at a fraction of cost
  • PostgreSQL · SQLite · MongoDB · Redis · MinIO (S3-compatible object storage)

⚡ Tech Stack

Category Technologies
Automation n8n Make Zapier Airtable
Languages Python TypeScript JavaScript Kotlin SQL Bash
Backend & APIs FastAPI Next.js React Tailwind CSS Supabase Node.js Drizzle ORM
AI & ML OpenAI Gemini Claude LightGBM Scikit--Learn Ollama MediaPipe ElevenLabs LangChain Modal
Databases & Data PostgreSQL SQLite MongoDB Redis Google Sheets
Infrastructure & Scrapers Docker Cloudflare Coolify MinIO Playwright Firecrawl FFmpeg Linux

🚀 Featured Projects & Workflows

Built in public. Production-ready. Docker-shippable.

💼 SaaS & Enterprise AI Platforms

Nexastein — AI-Powered SEO & Content Generation Platform (🔒 Private — Request Access or Contact)

  • Comprehensive AI-driven platform for website analysis, SEO insights, and automated content creation
  • Real-time website rankings and backlink analysis via URL input
  • AI-generated blog articles optimized for search engines
  • Content-to-audio conversion for podcast and multimedia distribution
  • Tech Stack: Full-Stack Technologies, AI Integration, SEO APIs, Text-to-Speech, Web Scraping

CA Firm Agentic AI Workspace — Enterprise-Grade Management Platform (🌐 Live Site or Request Access)

  • Built with full-stack MERN architecture and PostgreSQL for chartered accountancy firms
  • Embedded AI Smart assistant that interprets natural language commands to autonomously execute system tasks
  • Real-time employee progress tracking, client work management, task monitoring, invoice generation, and deliverable assignment
  • Tech Stack: MERN Stack, PostgreSQL, OpenAI Integration, NLP, Agentic AI Architecture

🎬 Video & Media Automation

Clippy — Self-hosted YouTube → AI → Storage pipeline (🔒 Private — Request Access or Contact)

  • YouTube ingestion via yt-dlp, AI face detection via MediaPipe (local, no GPU)
  • Dockerized, n8n-ready · Streams processed video to MinIO/S3
  • Drops into any existing stack — no cloud vendor lock-in

Face Landmark API — Production-ready Dockerized Face Detection

  • 100% local inference · No GPU required · No third-party API costs
  • REST API wrapping MediaPipe Face Mesh — plug straight into n8n or any workflow
  • Ideal for content moderation, avatar generation, and video analytics pipelines

📸 Social Media Automation

Instagram Comment-to-DM Engine — Multi-tenant Engagement SaaS (🔒 Private — Request Access or Contact)

  • Keyword-triggered DM automation with webhook-verified funnels
  • Built with FastAPI + Next.js · Rate-limit-safe · JSON-backed (zero database costs)
  • Multi-tenant architecture — one deployment serves unlimited client accounts

🎨 AI Image Generation APIs

SDXL on Cloudflare Workers AI — Serverless Image Generation

  • Deploy SDXL at the edge with zero cold starts · Per-request billing only
  • REST API ready for n8n integration — generate thumbnails, product images, social assets

FLUX.1 on Modal — State-of-the-art Image Model Deployment

  • Scalable serverless deployment of FLUX.1 with GPU auto-scaling
  • Production API with auth, rate limiting, and webhook callbacks

🔁 Infrastructure & DevOps Automation

OmniStream — Self-Hosted S3 Video Delivery

  • Containerized REST API wrapping yt-dlp → ships videos to MinIO/S3
  • Replace expensive CDN/cloud storage with a single VPS + MinIO stack
  • Integrates natively with n8n for fully automated ingest-process-store pipelines

🔄 How I Work

🔍 Step 1: Discover & Map
We audit your daily manual operations and map API bottlenecks to find the highest-ROI automation opportunities.

📐 Step 2: Architect & Design
I design stateful n8n pipelines, dockerize microservices, and configure secure, self-hosted databases.

🚀 Step 3: Automate & Deploy
We launch the system on your VPS, configure automated retries and error-reporting, and deliver complete handoff.

What you get:

  • 🛡️ Zero Vendor Lock-In — Self-hosted on your own infrastructure (your data, your keys).
  • 📦 Production-Grade Infrastructure — Docker-packaged and ready to scale anywhere.
  • 🤖 Autonomous Reliability — n8n workflows with automatic retries and rate-limiting built-in.
  • 💰 Drastic Cost Optimization — Replace high-ticket monthly SaaS subscriptions with a single, cost-effective VPS.

💡 What I'm Building Towards

  • 🔭 Currently: Expanding the self-hosted automation toolkit — more Docker-native n8n integrations
  • 🌱 Learning: Advanced agentic architectures — multi-agent orchestration with persistent memory
  • 🛠️ Open-source: Building production-ready templates so teams can self-host in minutes, not days
  • 💬 Talk to me about: n8n, self-hosted stacks, AI agents, video pipelines, cost-free SaaS alternatives

☕ Support

If my projects helped you, consider supporting via PayPal or Buy Me A Coffee!

Donate with PayPal Buy Me A Coffee


🤝 Let's Build Something

I'm available for freelance, consulting, and full-time remote engagements.

If you need someone who ships production systems — not prototypes —
and understands that self-hosted beats SaaS when built right, let's talk.

View Portfolio Book a Call View Resume


⚡ Automation Engineer · Self-hosted by default · Built in public · mehak-sandhu.in


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