Featured Projects

Problem

Service businesses in bilingual markets lose leads outside business hours and can't afford round-the-clock bilingual staff. Generic chatbots hallucinate answers because they don't know the business. This platform gives each tenant a knowledge-grounded AI assistant that answers accurately in English or Spanish, qualifies leads, and hands off to humans when needed.

Solution

A deterministic RAG pipeline retrieves verified content from each tenant's own knowledge base and injects it into the prompt, so answers are grounded in facts and cite their sources instead of hallucinating. Native bilingual generation detects the customer's language on the first message and responds naturally in English or Spanish — not auto-translation. A self-service admin dashboard lets non-technical owners ingest content, design conversation playbooks visually, manage leads, and handle billing, while a single embeddable script tag drops the assistant into any website.

Problem

Language schools treat chatbots as deflection tools — reduce ticket volume, speed up FAQ answers, dead-end the conversation. The result is a cost center that never generates revenue. Meanwhile, anonymous website visitors leave without converting because there's no sales-aware system guiding them toward high-value actions like booking a strategy session.

Solution

An AI chatbot explicitly engineered as an automated sales agent. Every architectural layer — system prompts, RAG citations, error handling, rate limits — is designed to drive conversational conversion. The bot uses benefit-driven language with real client social proof, links RAG source citations to high-value service pages, and hard-codes CTAs for free strategy sessions directly into the system prompt.

Problem

Businesses lose leads to unanswered calls, voicemail black holes, and hold-time abandonment. Hiring receptionists is expensive and still leaves gaps outside business hours. Existing IVR systems frustrate callers with rigid menu trees that never actually solve the problem.

Solution

Production AI voice agents that handle inbound and outbound calls with natural conversation, qualify leads in real time, book appointments directly into Google Calendar, and answer FAQs — 24/7 with sub-500ms response times and zero hold times.

Problem

Solo professional service providers burn 10-15 hours per week on manual qualification, scheduling ping-pong, and follow-ups. Their websites look identical to commodity competitors, making it impossible to justify premium pricing while the Spanish-speaking professional market remains underserved.

Solution

A fully automated lead generation platform that functions as four digital employees — SDR, marketing department, executive assistant, and brand manager — on free-tier infrastructure. Every conversation steers toward booking, every page justifies premium pricing, and the full EN/ES bilingual system doubles the addressable market from a single codebase.

Problem

Over 75% of resumes are rejected by Applicant Tracking Systems before a human ever sees them. Job seekers submit into a black box with no visibility into why they're filtered out. Existing tools charge upfront, require accounts, or provide generic advice not tied to the specific posting. The Latin American market is further underserved by English-only tools.

Solution

GPT-4 returns structured JSON with a match score, keyword gaps, and severity-coded suggestions, all parsed into type-safe TypeScript interfaces on the frontend. Guests get 5 free analyses with no account required, so the product delivers value before asking for anything in return. Full bilingual i18n makes English and Spanish first-class citizens across every UI element, error message, and analysis output, and a privacy-first architecture never persists resume data.

Problem

Operations leaders at growth-stage companies face high-stakes build-or-outsource decisions armed with gut feel, incomplete spreadsheets, and circular boardroom arguments. No tool combines structured weighted scoring with real-time cost modeling and shareable, board-ready output.

Solution

A suite of interactive decision-support tools that replace guesswork with data-driven analysis. A 20-criterion weighted scoring framework evaluates build vs. outsource across five categories, while an operational cost simulator reveals hidden step-function costs — all shareable via URL-encoded state.