- 🏆 Winner of Maya Big 3 Startup Showdown & BPI DATA Wave 2025
- 📚 Published researcher in IEEE and CSP on AI/ML topics
- 🌱 Learning Google ADK, LangChain, Agentic RAG Systems, and Advanced Deep Learning
- 👯 Open to collaborate on AI Engineering Projects, Gen AI Applications, and Data Science Solutions
- 📫 Reach me at [email protected]
- ⚡ Fun fact: I've read "Attention Is All You Need" so many times, I could probably recite it from memory
| 🥇 | BPI DATA Wave 2025 1st Place Winner Hyper-Personalization & Customer Experience Track |
| 🏆 | Maya Big 3 Startup Showdown Winner AI-powered FinTech Solution |
| 📰 | 3 Published Research Papers IEEE, CSP Publications |
| Role | Company | Period |
|---|---|---|
| Data Scientist | UnionBank of the Philippines | Nov 2025 - Present |
| Co-Founder | Quasar | Aug 2025 - Present |
| Data Science & AI Intern | Bank of the Philippine Islands (BPI) | May 2025 - Aug 2025 |
| Freelance AI Evaluator | Outlier (Meta RLHF) | Aug 2024 - May 2025 |
| Software Engineer Intern | Thinking Machines Data Science | Jun 2024 - Aug 2024 |
🤖 Central Bank Compass AI (Google Gen AI Intensive Capstone)
- Multi-agent Agentic RAG system for central bank communications
- Distills complex financial policies into actionable insights
📄 PageLeaper (RAG System)
- Processes 5+ PDFs/DOCX simultaneously with 20-chunk batch optimization
- Built with Gemini embeddings for enhanced document understanding
💳 Maya FinTech Solution (Startup Showdown Winner)
- AI workflow for cashflow/credit analysis
- Projected 70% loan decision speedup
🧠 Transformer Research (Bachelor's Thesis)
- Achieved 87% lower MSE than Vanilla Transformer
- Outperformed Informer/Autoformer on unseen frequencies
💭 SentiMetry (IEEE Published)
- EmoRoBERTa + Bi-LSTM for 28-category emotion prediction
- 81% user satisfaction with empathetic LLM feedback
⭐️ From @riu-rd