I'm Felipe, 22, an Industrial Engineer specialized in process optimization. I don't just "connect apps." I map how a business actually works, find where time and money leak, and rebuild the flow around AI agents and automation so it runs itself.
That engineering lens is the difference: I automate the right thing, not just the easy thing. The result is systems that quietly save 20+ hours a week and pay for themselves fast.
20+hrs/week saved per client
8+AI systems shipped
100%lead capture, zero leakage
What I do
AI agents (WhatsApp / IG / web) that qualify & route leads 24/7
A few real builds. Metrics are representative of the impact these systems deliver.
EntrenosCol
AI Sales Agent · WhatsApp · E-commerce
Entre Nos Home · AI Sales Agent (ENO)
A WhatsApp AI sales agent ("ENO") for Entre Nos Home, a 100% digital furniture & décor store. It profiles each shopper, recommends the right pieces with photos and price, handles objections and payments, and routes post-sale to the team, closing high-ticket sales on its own.
Sells & closes high-ticket pieces 24/7, no human
Reply time: hours → seconds · ~18 hrs/week saved
Scaffolding App
Custom App · Inventory · Operations
Andamios R&D · Operations App
A custom app for a scaffolding rental company to track inventory, rentals, and logistics in one place, replacing spreadsheets and guesswork with a single source of truth.
100% of units tracked in real time
~12 hrs/week saved · ~30% fewer idle units
Clan Nativus
PWA · AI OCR · Chatbot
Clan Nativus · AI Notebook Scanner
A mobile-first PWA that turns physical notebooks into a searchable digital library. Snap a page and it auto crops and enhances it, transcribes the handwriting with AI (OCR), exports to PDF or DOCX, and lets you ask questions across all your notes through a chatbot.
A page scanned & transcribed in ~5 seconds
~90% less time than typing by hand · 500+ pages processed
IARTIFICIALCOL
AI Agent · Own Studio · Lead Gen
IARTIFICIALCOL · AI Agent
The AI agent behind my own automation studio: it engages inbound prospects, answers questions about services, and qualifies them before they ever reach me. My own product, eating my own cooking.
~70% of inbound handled with no human, 24/7
3x more discovery calls booked
Restaurant Automation
Automation · Orders · WhatsApp
Canaan · Restaurant Automation
An automation that handles order intake, reservations and customer follow-up for restaurants, so staff stop juggling messages and orders never get lost.
Orders & reservations auto-captured · near zero lost
~15 hrs/week saved · 25% faster table turnover
USABuysLand
Lead Scraper · Real Estate · USA · n8n
USABuysLand · Real Estate Lead Scraper
An automated scraper that generates real estate leads across US counties. It crawls property sources every few hours, extracts and enriches each record (type, beds/baths, sqft, lot, owner & mailing data), scores the best opportunities, removes duplicates, and exports a clean leads list to Google Sheets with alerts.
Fresh, enriched property leads every 6h, 24/7
~20 hrs/week of manual prospecting saved
03 · How I work
Low risk for you, by design
01
Free 15-min blueprint
We map your process and find where time leaks. You keep the blueprint whether we work together or not.
02
Build in milestones
You pay as we hit agreed milestones, with no big upfront. You see progress at every step.
03
Delivery guarantee
If it doesn't work as agreed, I fix it free. You also get a Loom walkthrough so your team can run it.
04 · Testimonials
What clients say
ENO sells our furniture over WhatsApp on its own, day and night. It profiles each client, recommends the right pieces and closes the sale. We reply in seconds now, stopped losing after-hours buyers, and the team saves around 18 hours a week.
Daniela NoreñaCEO · EntrenosCol
We used to track scaffolding on spreadsheets and memory. Now we see 100% of our units in real time, lose far less equipment, and save about 12 hours a week we spent reconciling.
Kevin RodríguezFounder · Andamios R&D
Orders and reservations used to get lost between messages. Now everything arrives organized automatically, we barely lose a ticket, and the staff focus on guests instead of the phone.
Gustavo PoseeOwner · Canaan Restaurante
Felipe turned our idea into a real product: people snap a notebook page and get clean, searchable text in seconds. What used to take ages to type by hand is now almost instant.
Valentina CarvajalCEO · Clan Nativus
Our own AI agent qualifies inbound leads 24/7 and handles most conversations with no human. It books us noticeably more discovery calls, and it's the best proof of what Felipe builds.
Juan Francisco RamírezCofounder · IARTIFICIALCOL
Felipe's scraper fills our pipeline with fresh, scored property leads every few hours, owner data and all, straight into a spreadsheet. It replaced days of manual research, and our team just works the best opportunities.
Neil CruzCEO · USABuysLand
05 · Let's talk
Let's map your free automation blueprint
A 15-minute call. I'll show you exactly where your business is leaking time and how to automate it. No charge, no pressure.
ENO is a WhatsApp sales closer for Entre Nos Home, a 100% digital furniture & décor store. It profiles each shopper, recommends the right pieces with photos and price, handles objections and payments, and routes post-sale cases to the human team, all on its own.
How it works · a real sale
A real WhatsApp chat: a customer asks for a gaming chair, and ENO recommends the Silla Gamer Titan with its benefits, photos and price, then closes.
Under the hood · the automation
The n8n workflow behind ENO: WhatsApp intake, message queueing, multimodal input (text, voice notes, images), an AI agent with live tools, and Supabase memory. Click to view full size.
The process
Defined a custom sales personality ("ENO") with a Quiet-Luxury tone and a high-ticket closing method.
Built the WhatsApp + n8n pipeline that queues and debounces messages so ENO replies naturally, like a person.
Made it multimodal: it reads text, transcribes voice notes, and analyzes images customers send.
Connected an AI agent with live tools: product inventory, a client database in Supabase, and email alerts for post-sale (PQRS).
Added long-term memory and a 6-stage sales funnel with automatic follow-ups, plus a manager dashboard.
ENO sells our furniture over WhatsApp on its own, day and night. We reply in seconds now and the team saves around 18 hours a week.
Daniela Noreña · CEO, EntrenosCol
PWA · AI OCR · Firebase · Gemini
Clan Nativus · AI Notebook Scanner
A mobile-first app (PWA) that turns physical notebooks into a searchable digital library. You snap a page, it crops and enhances it, transcribes the handwriting with AI, exports to PDF, Word or TXT, and lets you ask questions across all your notes.
The product, screen by screen
Your notebooks as a searchable library.Automatic edge detection & perspective.Enhance: shine, contrast, B/N or color.Tag & categorize each document.
AI transcription & export
The AI reads the handwriting and turns it into clean, editable text, ready to copy or export to PDF, Word or TXT. Click to view full size.
The process
Designed a mobile-first PWA so it installs like a native app and works offline.
Built the capture flow: edge detection fixes the perspective, then the page is enhanced (shine, contrast, B/N).
Added AI transcription (OCR) that turns handwriting into editable text, with export to PDF, Word and TXT.
Organized everything: documents tagged by category (Ideas, Study, Finances, Work, Personal) and searchable.
Connected auth & storage (Firebase) and an AI chatbot to query all your notes; deployed on a VPS.
Felipe turned our idea into a real product: people snap a notebook page and get clean, searchable text in seconds. What used to take ages to type by hand is now almost instant.
Valentina Carvajal · CEO, Clan Nativus
Custom App · Inventory · Operations
Andamios R&D · Scaffolding Operations System
A custom web app for a scaffolding rental company. It replaces spreadsheets with one system to manage inventory, build rental orders, auto-generate the rental contract, and track every unit from departure to return.
The product, screen by screen
Live dashboard: monthly revenue, active orders, customers and overdue rentals at a glance.Full catalogue of materials with real-time stock, prices and availability.Build a rental order: pick the customer, materials and dates, and the total updates live.
Automatic rental order
One click generates the branded rental order with items, days, totals and terms, ready to send. Click to view full size.
Return control & traceability
Every rental tracked across Overdue, Active and Completed, with partial or full returns.
The process
Mapped the whole rental operation (inventory, departures, returns, customers) and replaced spreadsheets with one source of truth.
Built an inventory module with live stock, prices and status per material.
Built the departure flow: pick customer, materials and dates, with a live total and an order confirmation step.
Made the app auto-generate the rental order/contract document, ready to send to the client.
Added a return-control board (Overdue, Active, Completed) and a dashboard with revenue, active orders and overdue alerts.
We used to track scaffolding on spreadsheets and memory. Now we see 100% of our units in real time, lose far less equipment, and save about 12 hours a week we spent reconciling.
Kevin Rodríguez · Founder, Andamios R&D
AI Agents · Instagram & WhatsApp · n8n · Calendar
IARTIFICIALCOL · My Studio's AI Agents
The AI agents behind my own automation studio. They engage inbound prospects on Instagram and WhatsApp, answer questions, qualify them, and book demos straight onto the calendar (Google Meet), all on their own. My own product, eating my own cooking.
It books demos on its own
A real chat: the agent qualifies the prospect and books a Google Meet demo, confirming date, time and what the demo will focus on.
Multiple agents in production
Live agents running across channels: an Instagram agent, a WhatsApp agent and an engagement agent.
Under the hood
The Instagram agent in n8n: multimodal input (text, audio, image), a live prospect profile, and an AI agent with calendar tools to check availability, schedule and update meetings. Click to view full size.
The process
Built agents for Instagram and WhatsApp that capture and reply to every inbound message 24/7.
Made them multimodal: they read text, transcribe voice notes, and analyze images.
Keep a live prospect profile (extract, normalize, update) so every reply stays personal.
Connected calendar tools: the agent checks availability and books demos on Google Meet automatically, then emails the team.
Added a human pause and natural message-splitting so it feels human; runs in production across channels.
Our own AI agent qualifies inbound leads 24/7 and handles most conversations with no human. It books us noticeably more discovery calls, and it's the best proof of what Felipe builds.
Juan Francisco Ramírez · Cofounder, IARTIFICIALCOL
AI Ordering · WhatsApp · Kitchen Dashboard · Analytics
Canaan · Restaurant Ordering & Kitchen System
Customers order through a WhatsApp AI agent; the order flows straight to a live kitchen board; the customer gets automatic status updates; and managers see everything in a real-time analytics dashboard.
★ See it in action
Full demo: a customer places an order on WhatsApp, it lands in the kitchen, and the customer gets live status updates, all automatically.
Ordering on WhatsApp
The AI agent takes the full order, confirms it, sends it to the kitchen, and keeps the customer posted: preparing, ready, on the way.
The live kitchen board
Orders move through Incoming, In Preparation and Ready to Dispatch, with timers and one-tap actions.
Daily summary & analytics
A daily summary: orders, income, average time and full order history.Analytics: income, orders, average ticket, success rate and home vs takeaway split. Click to view full size.
The process
Built a WhatsApp AI agent that takes the full order (items, address, total) and confirms it with the customer.
Orders flow automatically to a live kitchen board: incoming, in preparation, ready to dispatch.
The customer gets automatic status updates (preparing, ready, on the way) with no staff typing.
Added a daily summary and a full analytics dashboard: income, orders, average ticket, home vs takeaway.
Everything updates in real time, so the team focuses on cooking instead of the phone.
Orders and reservations used to get lost between messages. Now everything arrives organized automatically, we barely lose a ticket, and the staff focus on guests instead of the phone.
Gustavo Posee · Owner, Canaan Restaurante
Lead Scraper · Real Estate · USA · n8n · Postgres
USABuysLand · Real Estate Lead Scraper
An automated pipeline that generates real estate leads across US counties. Every few hours it crawls property sources, extracts and enriches each record, scores the best opportunities against market price, removes duplicates, and drops a clean, ready-to-work leads list into Google Sheets, with Slack alerts for the hottest ones.
The leads it produces
A live leads sheet: address, city, state, APN, property type, beds/baths, sqft, lot size, owner-occupancy and mailing data, ready to work. Click to view full size.
Under the hood
The n8n pipeline in 4 phases: Discovery (crawl & normalize), Detail Extraction, Enrichment & Scoring (market price + geocoding), and Dedup, Persistence & Alerts (Postgres + Slack + Google Sheets). Click to view full size.
The process
Discovery: on a schedule, it crawls multiple property sources, parses listings and normalizes them (with hash dedup).
Detail extraction: for each property it pulls the full record (rooms, baths, area, neighborhood, geo).
Enrichment & scoring: it reverse-geocodes the address and scores each opportunity against market price.
Dedup & persistence: it checks Postgres and upserts only new or price-changed records.
Alerts & export: high-score opportunities trigger a Slack alert, and everything exports to a clean Google Sheet.
Felipe's scraper fills our pipeline with fresh, scored property leads every few hours, owner data and all, straight into a spreadsheet. It replaced days of manual research, and our team just works the best opportunities.