AI Agent Case Studies

A collection of my recent work and case studies.

ALL PROJECTS

Complete Project
Archive & Case Studies

LangGraphMulti-AgentOpenAITool-UseProduction
Project Timeline • (Sep 2024 - Nov 2024)

Customer Support AI Agent for E-Commerce

A LangGraph multi-agent support system that safely executes refunds, tracks orders, and escalates edge cases to humans without exposing the business to fraud.

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Customer Support AI Agent for E-Commerce Showcase
Cost OptimizationSemantic CachingPrompt CompressionModel Routing
Project Timeline • (Sep 2024 - Nov 2024)

LLM Cost Optimization for SaaS Platform

Cut OpenAI API spend by 65% on a high-volume SaaS without a single-point drop in CSAT - through semantic caching, prompt compression, and intent-aware model routing.

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LLM Cost Optimization for SaaS Platform Showcase
LangChainRAGSalesforceSlackRevOps
Project Timeline • (Nov 2024 - Jan 2025)

AI Lead Qualification for B2B Sales

Built a LangChain-powered lead-scoring agent that enriches inbound leads, scores fit and intent, and routes high-priority opportunities straight to AEs - cutting response time from 26 hours to under 2 minutes.

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AI Lead Qualification for B2B Sales Showcase
LangGraphMulti-AgentRAGOutboundPlaywright
Project Timeline • (Jan 2025 - Apr 2025)

Cold Outreach Swarm - Multi-Agent B2B Prospecting Engine

A multi-agent LangGraph system that researches accounts, drafts personalized outreach, and runs multi-touch cadences across email and LinkedIn - with a supervisor that stops bad sends before they hit the inbox.

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Cold Outreach Swarm - Multi-Agent B2B Prospecting Engine Showcase