Projects

The problem, what I did, what came out

21 projects

AI agents

Enterprise AI Agent Platform

Blue Star Group's internal AI portal: one shared platform that solves once what every agent needs —reaching the data, searching, measuring and governing— instead of rebuilding it in each project.

20+ agents in production11 countries
PythonStreamlitDockerMCP+6
2025 — present
AI agents

Intelligent Markdown Engine

Decides which products to discount and by how much, leaving the decision ready to load into the company's ERP.

x5 feature growth in 6 months11 countries covered
PythonStreamlitSQL ServerLangChain+4
2025 — 2026
ML & Statistics

Seasonal Buy Optimizer

Decides how many units to buy of a product purchased only once per season: neither too few nor too many.

9 statistical steps2 inference methods by sample size
PythonStreamlitSciPySQL Server+5
Jun — Jul 2026
ML & Statistics

FOB Cost Predictor

Estimates what a product that does not exist yet will cost, so it can be budgeted and negotiated with suppliers before it is made.

57.000+ products analyzedC-level presentation audience
PythonStreamlitSQL ServerSciPy+4
Jun 2026
ML & Statistics

Cash-Audit Fraud Detection

Detects shortfalls and unusual behavior in the cash-ups of hundreds of stores, combining three machine-learning approaches.

3 ML approaches combined2 countries in production
Pythonscikit-learnXGBoostStreamlit+3
2025
Full-stack

TeamSync

A project-management platform that also measures, while the work is under way, whether it is on time and on budget — my final degree project.

323 back-end classes97 Angular components
Java 17Spring Boot 3.5Angular 20SQL Server+4
2025
AI agents

Job Hunter

A job-search copilot that scores every opening against my own professional knowledge base and drafts the application.

4 AI actions over the corpus11 API endpoints
Next.js 16React 19TypeScriptTailwind CSS v4+5
Jul — Aug 2026
ML & Statistics

Assortment Analytics Platform

Predicts whether a product will sell before it is bought, and explains which attributes separate what sells from what does not.

4 ML families combined2 user areas: assortment and buying
PythonStreamlitscikit-learnUMAP+9
2025 — 2026
ML & Statistics

Continuous Replenishment Engine

Projects how much of each product will sell and suggests how much to buy: neither running out nor piling up stock.

100% of the Excel/VBA process replaced
PythonStreamlitSQL ServerSupabase+3
May — Jun 2026
BI & Data

Year-over-Year Sales Analytics

Compares sales against last year properly: discounting the stores that opened or closed in between.

4 analysis tabs4 comparison levels: day, week, month and year
PythonStreamlitpandasAltair+3
2026
AI agents

Multi-language Catalog Translator

Translates whole catalogs into Portuguese and English and leaves the file ready to load into the ERP, with no manual reformatting.

2 target languages
PythonStreamlitGPT-4o-minipandas+2
2026
ML & Statistics

Visual Product Search

Take a photo of a product and it tells you which one it is, among tens of thousands, and which stores have it in stock.

3 capabilities: search, classify and locate stock2 search modes: photo and text
PythonCLIPQdrantPyTorch+3
Apr — Jun 2026
AI agents

Shared Vector Infrastructure

The process that keeps up to date the product information more than ten AI systems rely on: if it goes stale, they stop finding what is new.

10+ AI systems that depend on this process2 store versions: one full and one lightweight
PythonCLIPPyTorchQdrant+4
Jan 2026
AI agents

Product Photo Standardizer

Gets thousands of product photos ready for ecommerce, respecting the brand manuals, with AI that understands images.

2 brands covered
Next.js 16React 19TypeScriptGPT-4o+5
Apr 2026
AI agents

Partner FOB Cost API

Lets external partners query a reference cost without giving them access to any internal system.

0 internal credentials exposed
PythonFastAPIPydanticSupabase+1
2026
RPA & Automation

RPA at scale — WF Consulting

Three years automating finance and ERP for major LatAm companies: 6,800 certified hours.

25+ robots in production6.800 certified hours
Automation AnywhereIQ Bot / IDPC#/.NETJD Edwards+2
2022 — 2025
Full-stack

Astefil Inflables

My family inflatable-rental business was my engineering lab for five years: seven catalog iterations.

7 iterations in 5 years2026 active version
React 18ViteTypeScriptTailwind+2
2021 — present
RPA & Automation

BotManager

A mobile app to run a company's automation robots from your phone, without sitting at the console.

2 Control Rooms operated
React NativeTypeScriptAxiosAutomation Anywhere API
2025 — 2026
Full-stack

Industrial Analytics Portal

My first React code: an enterprise portal with role-based permissions and three languages, written in my first year of programming.

78 commits in five months3 languages supported
React 17TypeScriptElastic UIi18next+3
2021
ML & Statistics

Genetic Golf

A visual genetic algorithm: 500 golf balls learn by evolution to reach the hole while dodging obstacles.

500 agents per generation
JavaScriptp5.jsHTML/CSS
2024
BI & Data

Inflables DB

The real database behind my own business: bookings, inventory and clients, with six dashboards to see it.

6 dashboards delivered
SQL ServerT-SQLGrafana
2024