I'm currently working on AI finetuning, developing Agentic workflows, creating efficient RAG systems, and building empathetic AI, at Liamoon.
At the same time, I'm also building a community to help AI adoption in the Philippines!
Fun fact: When I'm not at my desk, building, or studying, I'm most probably at a pool place in Cebu, playing 9-ball or a new game format I've been getting into- banks.
Reach me at victorygingoyon@gmail.com
- Finetuned LoRA modules (SFT, DPO, GRPO) for personalized chatbots.
- Implemented a conversation summarizer for improved context.
- Developed a recommender system using LLM pipelines with FastAPI.
- Designed a Graph RAG knowledge base using automated AI pipelines.
- Developed AI-driven tools for automated financial forecasting.
- Implemented transaction pattern detection (recurring payments) using DDD.
- Created monitoring dashboards on Redash for transaction/sync tracking.
- Developed an AI tagging system on AWS for content analysis.
- Architected a Business Card Scanner service (FastAPI, OCR, Docker).
- Built a RAG-based system for diverse document management.
- Created API endpoints for chatbot training with vector embeddings (Azure).
- Collaborated with engineers on RAG integration and data preparation pipelines.
- Conducted system testing and monitoring for production AI deployments.
- Head of development for a cloud-side AI agent monitoring logistics on AWS.
- Developed classic ML/NLP for fuel anomaly detection.
- Engineered custom web, mobile, and game applications using React, Kotlin, Matlab, Scilab, C, and Java for diverse client needs.
- Designed and implemented scalable SQL (MySQL) and NoSQL (Firebase, Supabase) architectures to optimize performance.
- Partnered with client teams to deliver production-ready software from complex business requirements.
- B.S. in Computer Science (Specialized in AI)
- University of San Jose – Recoletos (2019 – 2024)
Relevant Coursework: Machine Learning, NLP, Data Structures & Algorithms, Computer Vision, Intelligent Systems
- PhilNITS Fundamental IT Engineer (Nov 2023)
- TOPCIT Level 3 (Dec 2023)
If you're thankful for any of the work that I've been doing, you can support me by getting me coffee!
