Status: 🏗️ In-Progress
This repository documents an 8-week technical externship focused on building autonomous AI agents to solve high-scale e-commerce challenges for Wayfair.
-
Project 1: Moodboard Agent(The Creative Foundation) – Transforming style prompts into curated visual outputs.
-
Project 2: Market Trend Discovery – Building agents to scrape and analyze product data and social media.
-
Project 3: Competitor Benchmarking (Monitoring Agent) – Tracking competitor launches and pricing to identify "whitespace" opportunities.
-
Project 4: AI Insight & Content Agent – Using Gemini to turn raw signals into marketing content and campaign ideas.
-
Project 5: Unified Market Intelligence Dashboard – Designing a live, auto-updating Google Sheets tool for supply chain managers.
- DEMO: UI Prototype Walkthrough using Base44
- Read about Prototype
- PRD Case Study DEMO | PRD Case Study Presentation PDF
View All Labs & Artifacts: Agentic Workflow Hub
-
AI Agent Development: Building autonomous workflows using n8n.
-
Market Intelligence: Scraping and analyzing competitor data for whitespace discovery.
-
Prompt Engineering: Designing high-fidelity prompts for Gemini to ensure brand-aligned outputs.
-
Dashboard Design: Visualizing real-time data pipelines for business stakeholders.
-
Infrastructure & DevOps: Deploying and managing Docker containers to maintain a consistent, isolated development environment for n8n.
-
Orchestration: Designing multi-agent systems and complex agentic workflows using n8n.
-
LLM Implementation: Advanced prompt engineering and model benchmarking with Gemini 2.0 and Mistral.
-
Data Engineering: Automated web scraping, attribute extraction, and structured data processing.
-
Generative Media: Integration of vision-language models (FLUX via Hugging Face) for automated asset creation.
-
Automation Engine/Orchestration: n8n (Self-hosted via Docker)
-
LLM: Google Gemini (via Google AI Studio)
-
Dashboard: Google Sheets API
-
Hardware Baseline/Environment: Local execution (8GB RAM / Intel i3 or above)
-
Memory: Logginh, Wait, and Merge/Code Nodes
-
Infrastructure: Docker (Containerized workflow management)