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Achievement: YOLOAchievement: Pull Shark

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Achievement: YOLOAchievement: Pull Shark

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trh-ds/README.md

Tirth Patel

Cloud & AI Systems Engineer · Full-stack products · Agentic AI pipelines · Real deployments

Integrated B.Tech (CSE) + MBA @ Nirma University. Track winner, HACKaMINeD 2026 (2,200+ participants).

I build systems that actually ship — containerized, deployed across real hosts, with monitoring and tests.

Agentic AI systems

Multi-agent orchestration (LangGraph, CrewAI) · RAG over real corpora (ChromaDB, Pinecone, FAISS) · Tool-calling agents · Deterministic verifier layers and guardrails over LLM output · Local inference (Ollama)

Full-stack products

Next.js 15/16 + React 19 + TypeScript · FastAPI + Python · PostgreSQL / Supabase / Prisma · WebSocket + REST backends · React Native (Expo) · Shipped client sites and backends in production

Cloud & deployment

Docker & Docker Compose · Terraform · Caddy reverse proxy · GitHub Actions CI/CD · Multi-host deploys: Vercel, Cloudflare Workers/Pages, Hugging Face Spaces, Supabase, AWS S3 · Health/readiness endpoints and metrics for production monitoring

Stack

Docker Terraform GitHub Actions Cloudflare Vercel PostgreSQL Python FastAPI LangChain Next.js TypeScript

Currently

Building cloud-deployed agentic systems and running Nxtvision Business Solutions (AI automation). Open to cloud/backend/AI engineering roles and freelance work.

📩 Email: trhatwork@gmail.com 💼 LinkedIn: tirth-patel-62471b366

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  1. recall recall Public

    React Native (Expo) daily-briefing AI assistant, built with an agent-driven development workflow.

    TypeScript

  2. HelioOps HelioOps Public

    Multi-agent space-weather ops platform: CV detection → LightGBM forecasting → RAG-grounded advisories with a deterministic verifier. Dockerized, Terraform + Caddy, deployed API + console.

    Python 5 3

  3. syncai syncai Public

    Autonomous SDR: outreach, lead qualification, negotiation and meeting booking. Next.js 16 + FastAPI + Postgres + ChromaDB, orchestrated with Docker Compose.

    TypeScript

  4. Freight-Recon Freight-Recon Public

    Invoice reconciliation agent: local vision model reads PDFs, cross-checks a rates DB, emails a discrepancy digest. Orchestrator + tools architecture.

    Python

  5. real_estate_chatbot real_estate_chatbot Public

    WhatsApp AI agent for real-estate lead capture and qualification. Next.js 16 + Supabase, deployed on Vercel.

    TypeScript

  6. plimsoll plimsoll Public

    Scanners report. Plimsoll fixes, re-verifies its own fix, and signs the record. An open-source verification gate for AI-written Terraform.

    Python 10