AI Engineer.
Building agentic systems
that ship to production.
I architect AI pipelines, agentic workflows, and automation that move real products forward. Currently shipping at The Product Folks.
I build AI solutions end-to-end — agentic workflows, RAG and hybrid-search pipelines, multimodal LLM systems, and the automation glue (n8n, MCP servers, scrapers) that lets them ship to real users.
Hybrid vector + keyword search over 25,000+ profiles on 1024-dim mxbai embeddings, with a two-stage LLM intent-parse and re-rank. Shortlisting dropped from 3+ hrs to under 30 s; +60% top-10 relevance.
Agentic UGC pipeline (Claude Cowork + Higgsfield MCP) shipping 5+ reels/week, plus a Webflow-MCP pSEO engine publishing 10+ blog pages/week. ~70% faster content cycle.
Single-sender 3-touch WhatsApp engine with anti-ban guardrails (20 msgs/day, 36-hr follow-ups) and AI reply classification — automating 100% of recruiting cold outreach.
20+ REST endpoints and 10+ Payload CMS collections powering slot booking, payments and self-serve owner dashboards across 100+ courts (~40% less ops overhead). Added an LLM query parser turning free-text into structured DB filters.
25,000+ candidates, searched by meaning — not keywords.
A hybrid vector + keyword engine on 1024-dim mxbai embeddings with a two-stage LLM pipeline: intent-parse, then top-100 re-rank.
Any product URL or screenshot → a 16-section teardown in ~15 s.
A two-stage multimodal pipeline — Gemma-3-27B vision feeding a GPT-OSS-120B analyst — emits a 16-section teardown and 10-dimension radar score, with a 3-tier JSON-repair waterfall.
5+ Instagram reels a week — scripted and shipped by agents.
Claude Cowork orchestrates hook drafting, b-roll via Higgsfield MCP, voiceover and publish — fed by competitor-engagement signals scraped through n8n.
CNN skin-triage + Gemini consults for low-bandwidth clinics.
A patient–doctor portal with CNN dermatology triage (3–5 s/image), Gemini chat, WebRTC video consults, and STT/TTS across 4 Indian languages.
10+ SEO blog pages a week, auto-published to Webflow.
A parallel n8n workflow scrapes LinkedIn job posts; GPT-5 drafts a page per cluster and pushes to Webflow via MCP — each with contextual CTAs into Jobs and Courses.
Parallel n8n workflows feeding the search index and SEO engine.
Cron-triggered LinkedIn scraping → parse → dedupe → push to ChromaDB, with branch logic for priority roles and Telegram alerts on every failure path.
3-touch WhatsApp outreach with guardrails + AI reply triage.
A single-sender sequence (20 msgs/day, 36-hour follow-ups) with AI reply classification — positive, negative, neutral — automating 100% of the recruiting team's cold outreach.
Full-stack storefront handling 1000+ SKUs and PDF catalogs.
A production store with 15+ secure REST APIs, Excel bulk import that ingests 1000+ SKUs in under 60 seconds, and templated PDF catalog generation.