// building agentic systems
AI / LLM Engineer · Multi-Agent Systems · Founder, Capo Clicks
Final-year AI & Data Science student who ships multi-agent LangGraph pipelines, RAG systems, and agentic business automation — then runs a photography & framing business (Capo Clicks) on top of it.
01 · about
02 · skills
Each node is a tool in the stack — the cards show where I'm strongest.
Tap or hover any node — every skill has its own card.
03 · projects
Agentic systems, RAG pipelines, and real infrastructure running a real business.
Multi-agent LangGraph pipeline using Ollama (qwen3:4b) and Tavily search to autonomously research a topic end-to-end.
Fully local, privacy-preserving RAG chatbot with a multi-node LangGraph workflow (sanitize → retrieve → generate → format), offline Q&A across PDF/TXT/CSV/DOCX, and full API testing across /chat, /upload, and /documents.
No-code agentic automation platform for non-technical users, powered by Qwen3:4B and a ChromaDB-backed RAG pipeline with SQLite long-term memory. Integrates Gmail/LinkedIn (OAuth 2.0), Instagram (custom MCP server), and GitHub (PAT). Built for the InFynd AIM'26 hackathon.
Multi-agent LangGraph + FastAPI business automation suite orchestrating real-time order/payment workflows via Supabase webhooks, with Twilio WhatsApp + Resend alerting — deployed on Render, serving a live e-commerce business.
Next.js e-commerce site on Vercel with Supabase + Razorpay, custom SEO (JSON-LD, dynamic sitemap), and a Telegram bot for automated DB backups.
A two-repo system that version-controls AI agent policy alongside agent code — CI/CD enforcement, drift detection against Git history, and a read-only dashboard.
FastAPI + Ollama backend with a vanilla JS frontend for resume feedback, currently being tuned for local inference performance.
Standalone service delivering a daily AI news summary straight to WhatsApp, running on a scheduled Render cron job.
Repo links use github.com/ashwin937/<repo-name> — if a slug doesn't match an actual repo yet, edit that card's href in index.html.
04 · certificates
Ranging from Agentic AI to SQL and problem solving.
05 · ask my bot
Wired to a real LLM — ask it about my projects, skills, or how to get in touch.
06 · contact
