Systems and hackathon builds that show how I work: understand the workflow, translate it into a product, connect the moving parts, and keep the result useful to the people operating it.
Recycling, internal tools, and digital commerce. Three projects connecting a specific user need with a product experience.
01 / CIRCULAR ECONOMY
UTEL + Google AI hackathon
AI-assisted recycling in Mexico
HACKATHON RESULT
Semifinalist
An AI-based app connecting people who recycle with recycling centers in Mexico. The concept addressed two everyday concerns: finding fairer recycling options and understanding where recyclable materials should go.
Connections with recycling centers
Fairer access to recycling options
Appropriate destinations for materials
My role & project goal
MY CONTRIBUTION
Built an AI-based application focused on connecting people who recycle with recycling centers in Mexico, with a simpler experience at the center of the project.
INTENDED IMPACT
Make recycling easier and fairer while helping people find appropriate destinations for their materials, with the aim of keeping recyclables out of general waste.
02 / CLOUD + AI
AWS hackathon · Around 2024
Cloud and AI tools for business
HACKATHON RESULT
Quarterfinalist
A team-built suite of cloud and AI-based products for a company, ranging from VPNs to internal tools. The project explored alternatives to expensive subscriptions through tools shaped around the company’s needs.
VPNs and internal tools
Cloud and AI-based products
Alternatives to costly subscriptions
My role & project goal
MY CONTRIBUTION
Worked with a team to create a suite of cloud and AI-based products, including VPNs and internal tools, during an AWS hackathon.
INTENDED IMPACT
Explore how purpose-built cloud and AI tools could replace expensive subscriptions and give a company software better aligned with its internal workflows.
03 / COMMERCE + AI
E-commerce hackathon for a Mexican brand
Virtual try-on from a product QR code
HACKATHON RESULT
Approx. US$2,000 in scholarships shared among 5 team members
A team-built shopping concept for a Mexican e-commerce brand. Product-specific QR codes opened an AI virtual try-on experience using a phone camera, with size recommendations informed by garment measurements.
Product-specific QR entry points
Phone-camera virtual try-on
Garment-based size recommendations
My role & project goal
MY CONTRIBUTION
Co-built a product experience with a team, combining QR entry points, AI-assisted virtual try-on through a phone camera, and recommendations based on garment measurements.
INTENDED IMPACT
Help shoppers make more informed size choices before purchasing, with the aim of reducing fit-related returns and making online clothing shopping easier.
Project goals describe the intended benefits, not measured results from a production deployment.
01 / CASE STUDYOFFLINE-FIRST · PROPRIETARY CONSULTING TOOL
ISO 27001 Gap Assessment Platform
MY ROLEProduct design and implementation
WHAT IT MADE POSSIBLE
Delivered a portable assessment application that replaced SecurePath’s Excel workflow and kept engagement data on the consultant’s computer.
Annex A controls
93
Self-contained HTML file
1
Server calls
0
THE STARTING POINT
Consultants carried out the assessment in spreadsheets. The next tool needed to bring controls, evidence, observations, and reporting into one workflow without requiring an external service.
WITH THE SYSTEM
A consultant can open one HTML file, review the controls, record evidence and maturity scores, and prepare assessment outputs locally, including an executive report and Statement of Applicability support.
HOW IT WORKS
Walk through the workflow.
ILLUSTRATED WORKFLOW
Explore the system’s inputs, decisions, and outputs.
STEP 01 / 03
Turn a framework into a guided review.
I organized the assessment around the 93 Annex A controls so consultants could review the framework inside the application while keeping engagement data local.
INPUT
The organization’s current practices and assessment scope
OUTPUT
A structured review of the applicable controls
Technical decisions & scope
// PROBLEM
SecurePath was running its assessment workflow in spreadsheets. The firm needed a portable assessment tool that consultants could open locally and use without sending sensitive engagement data to an external service.
// MY CONTRIBUTION
Built the entire platform as a self-contained HTML file. The application intentionally makes no server calls and requires no internet connection, so an authorized consultant can take the file directly into an engagement and keep the workflow local.
// DELIVERED CAPABILITIES
One portable, self-contained HTML application
No internet connection, backend, or server callback required
93 Annex A controls in one guided workflow
Evidence tracking, maturity scoring, observations, and prioritized gaps
Executive reporting and Statement of Applicability support
The original application and its assessment content are proprietary to the consulting firm. The public demo uses fictional data and a newly built interface; the original source code remains private.
MY ROLECommercial model, automation, and backend engineering
WHAT IT MADE POSSIBLE
Connected retailer sales activity to automated coupon delivery, bringing the commercial model and the product’s fulfillment workflow together.
Retail sale detection
POS
Coupon delivery trigger
Automatic
Retail partner sales model
Channel
THE STARTING POINT
Selling a phone training membership through wireless retailers required a way to recognize the right transaction and initiate customer delivery without adding a manual handoff at every store.
WITH THE SYSTEM
The connected workflow detects a Device Trainer SKU sale through the retailer POS integration and triggers coupon delivery, using the IQmetrix API, n8n, Make.com, and Supabase.
HOW IT WORKS
Walk through the workflow.
ILLUSTRATED WORKFLOW
Explore the system’s inputs, decisions, and outputs.
STEP 01 / 03
Start with the sale that already happens.
I connected the product workflow to retailer transaction activity through the IQmetrix API so a Device Trainer SKU sale could initiate fulfillment.
INPUT
Retailer POS activity containing a Device Trainer SKU sale
OUTPUT
A recognized sale that starts the delivery workflow
Technical decisions & scope
// PROBLEM
A membership-based phone training product sold through wireless retailers needs channel partners, transaction awareness, and dependable fulfillment without adding manual work at every store.
// MY CONTRIBUTION
Designed the commercial model and built the connected automation behind the product line, linking retailer activity to fulfillment while continuing backend product work.
// DELIVERED CAPABILITIES
Detects Device Trainer SKU sales in the retailer POS workflow
Triggers coupon delivery automatically
Connects n8n, Make.com, Supabase, and the IQmetrix API
Supports a channel-sales model through wireless retailers
// SYSTEM
IQmetrix APIn8nMake.comSupabase
This system connects product engineering directly to channel revenue and customer delivery.
MY ROLEAI training product design and implementation
WHAT IT MADE POSSIBLE
Delivered an adaptive AI customer for independent sales practice inside a paid Whop subscription experience.
Conversational roleplay
AI customer
Responses and objections
Adaptive
Subscription delivery
Whop
THE STARTING POINT
A salesperson’s roleplay practice depended on another person being available. A fixed script could not respond to the seller’s choices or track the required discovery points through a conversation.
WITH THE SYSTEM
The seller can hold a two-way conversation with an AI customer. The scenario adapts to the seller’s input and continues until the required NEPQ discovery points are covered.
HOW IT WORKS
Walk through the workflow.
ILLUSTRATED WORKFLOW
Explore the system’s inputs, decisions, and outputs.
STEP 01 / 03
Make a practice partner available on demand.
I built the experience around an AI that plays the customer, allowing a salesperson to rehearse a discovery conversation without waiting for a live partner.
INPUT
A practice scenario and the seller’s opening conversation
OUTPUT
A two-way roleplay with an AI customer
Technical decisions & scope
// PROBLEM
Salespeople need realistic roleplay practice even when a manager, trainer, or teammate is not available. Static scripts cannot adapt to what the seller says or verify that the full discovery process was covered.
// MY CONTRIBUTION
Built an AI-driven training experience inside a Whop subscription product. The AI acts as the customer, holds a two-way conversation, introduces new responses and objections, and continues the scenario until the seller reaches the required discovery points.
// DELIVERED CAPABILITIES
Conversational AI customer roleplay
Adaptive responses based on the seller’s input
Tracks required NEPQ discovery points through the scenario
Allows independent practice without a live roleplay partner
Delivered inside a paid subscription experience on Whop