I work best on problems where the goal is clear but the technical path isn't.

Give me a product problem, constraints, and a deadline — I'll investigate the domain, design the architecture, learn what's required, and work toward a production-ready system.

Over the past year, I've worked across AI agents, workflow orchestration, full-stack SaaS applications, ecommerce infrastructure, automation systems, PropTech/GIS, and production deployments.

• Build full-stack products from idea to production
• Build AI agents using LangGraph, LLMs, and tool-calling workflows
• Design multi-step autonomous workflows
• Turn ambiguous business requirements into working software
• Integrate APIs, automation, and third-party platforms
• Deploy, debug, and maintain production applications
• Learn unfamiliar technologies quickly to ship products

I use AI aggressively as an engineering tool—for research, implementation, debugging, architecture exploration, and iteration—while owning the architecture, engineering decisions, testing, debugging, and final implementation.

Built an autonomous newsletter generation system using Next.js, TypeScript, LangGraph, Gemini, Zustand, and Server-Sent Events (SSE).

The application plans newsletter topics, researches current news, selects relevant articles, summarizes them, drafts newsletters, critiques its own output, performs revision, supports Human-in-the-Loop approval, and streams execution progress through an observable LangGraph workflow.

Implemented a multi-node agent architecture with planning, research, drafting, critique, revision, approval, and simulated delivery.

Focus: LangGraph · AI Agents · Workflow Orchestration · Tool Calling · SSE · Full Stack

Repository: https://github.com/Utkarsh9571/warewe

Built an AI-first CRM platform that converts natural language requests into structured business operations.

Implemented multi-step AI workflows using FastAPI, LangGraph, Groq, PostgreSQL, React, and Redux Toolkit, allowing users to interact with CRM data conversationally instead of traditional forms.

The system combines LLM reasoning with backend business logic, structured tools, database operations, and state management to automate CRM workflows.

Focus: LangGraph · FastAPI · AI Agents · CRM Automation · PostgreSQL

Repository: https://github.com/Utkarsh9571/aivoa

Built an end-to-end conversational sales assistant using Next.js, TypeScript, MongoDB, and Gemini.

The assistant understands buying intent, collects customer requirements, recommends products, invokes structured backend tools, and supports continuous improvement through conversation review and prompt refinement workflows.

Designed a tool-driven architecture rather than a simple chatbot.

Focus: AI Agents · Tool Calling · Product Architecture · Full Stack

Repository: https://github.com/Utkarsh9571/meera-chatbot

Built an AI-powered application focused on intelligent email workflows and AI-assisted automation.

Owned the implementation across frontend, backend, AI integration, state management, and deployment while designing product-focused automation workflows.

Focus: AI Integration · Automation · Full Stack · Product Engineering

Repository: https://github.com/Utkarsh9571/mailpilot

Engineered a custom ecommerce platform supporting 650+ configurable products and 6,500+ product media assets.

Designed pricing formulas, configurable variants, variant-aware media architecture, server-side validation, and scalable asset management.

Focus: Ecommerce Architecture · Backend Systems · Product Engineering

Worked directly with startup founders to build interactive real-estate visualization systems.

Learned QGIS, GeoJSON, and Mapbox workflows to convert township layouts into interactive digital property maps.

Focus: GeoJSON · GIS · Mapbox · PropTech

Managed Dockerized production infrastructure across VPS environments.

Worked with Docker, Traefik, Linux, reverse proxies, SSL, deployments, production debugging, recovery, and self-hosted services.

Focus: Docker · Linux · DevOps · Production Systems

Built automation systems for publishing, multilingual content generation, lead workflows, and business operations.

Worked extensively with n8n, APIs, webhooks, Google Workspace, AI APIs, and workflow automation.

Focus: n8n · APIs · Automation · AI Workflows

Frontend

• React
• Next.js
• TypeScript
• Tailwind CSS

Backend

• Node.js
• Express
• FastAPI
• MongoDB
• PostgreSQL

AI

• LangGraph
• LangChain
• Gemini
• Groq
• OpenAI APIs
• Tool Calling
• Prompt Engineering
• AI Agents
• RAG
• Workflow Orchestration

Infrastructure

• Docker
• Linux
• Traefik
• VPS
• Nginx
• Dokploy

Automation

• n8n
• Webhooks
• REST APIs
• Google Workspace APIs

Understand the problem
        ↓
Research the domain
        ↓
Design the architecture
        ↓
Build the first version
        ↓
Break things
        ↓
Debug
        ↓
Ship
        ↓
Improve from real-world feedback