Machine Learning Engineer and Systems Engineering student at UNI (Nicaragua).
I build end-to-end ML pipelines, AI-augmented automation systems, and data engineering workflows — with a focus on regulated and financial environments.
My work sits at the intersection of ML, intelligent automation, and backend engineering.
This board is playable by anyone. Click a link under TO and it opens a pre-filled GitHub issue — just submit it. A GitHub Action validates the move, updates the board and commits it. White moves first, and you can't move twice in a row.
No game in progress yet — ♟️ Start a new game to begin!
It's white(clear) turn.
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| A | B | C | D | E | F | G | H |
▸ Your move (appears once a game starts)
| FROM | TO (Just click a link!) |
|---|---|
| A1 | A2, A3 |
| B1 | A3, C3, D2 |
| B2 | B3, B4 |
| C1 | D2, E3, F4, G5, H6 |
| C2 | C3, C4 |
| D1 | D2, D3 |
| D4 | D5 |
| E1 | D2 |
| E2 | E3, E4 |
| F2 | F3, F4 |
| G1 | F3, H3 |
| G2 | G3, G4 |
| H2 | H3, H4 |
▸ Recent moves & top players
| Move | Author |
|---|---|
G8 to F6 |
@CADV2005 |
A2 to A4 |
@wesleyruiz2005 |
A7 to A5 |
@CharlyFernando |
D2 to D4 |
@wesleyruiz2005 |
Start game |
@wesleyruiz2005 |
| Total moves | User |
|---|---|
| 2 | @wesleyruiz2005 |
| 1 | @CharlyFernando |
| 1 | @CADV2005 |
- Binary classification pipelines for credit default risk — feature engineering, LightGBM, AUC-ROC optimization
- ELT pipelines with multi-source ingestion (REST APIs, CSV) into SQLite data warehouses; pandas/SQL transformation layers
- NLP and MLOps projects — model versioning, reproducible workflows, evaluation pipelines
- AI-augmented RPA automation in production financial environments — UiPath REFramework + AI Activities
- AI agent orchestration with n8n — LLM nodes, webhook triggers, cross-system integration
▸ AI & Machine Learning
▸ Automation & AI Agents
▸ Data & Backend
▸ DevOps & MLOps
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