ML engineer specializing in accelerated computing, edge AI, and data pipelines processing 500K+ records daily.

Technical Skills
Training & Inference: llama.cpp, MNN, ExecuTorch, ONNX, LiteRT, vLLM
Machine Learning: Python, PyTorch, CatBoost, scikit-learn, RAG, Fine-Tuning
Software Engineering: React, TypeScript, Next.js, Node.js., Express, PostgreSQL, Docker, Kubernetes
Projects & Research
  • •Shipped an open-source llama.cpp Android app for fully on-device language and multimodal inference.
  • •Built Hugging Face discovery and GGUF inspection for memory-fit estimates, tokens/s, TTFT, and context.
  • •Built a tri-modal EVA-CLIP/Whisper/Qwen3-4B VLM achieving 96.67% accuracy and 97.19% F1.
  • •Published the model, code, and a 2,000-video multimodal dataset spanning TikTok and YouTube Shorts.
    • Professional Experience
    ViableView⁠, Senior Data Engineer
    Feb 2026 – Present
  • •Built three production Python crawlers for government business registries, ingesting 2.7M records at a sustained 200K/day.
  • •Designed an email-enrichment pipeline processing 2.6M records at 240K/day and achieving 0.94 macro-F1 on validation.
  • •Architected an autoscaled multi-cloud validation pipeline processing 800K records at 80K/day.
    • Kollab⁠, Associate Cloud Engineer
    Sep 2025 – Feb 2026
  • •Delivered a patient-search AI system for a leading Philippine hospital in 30 days using Google Cloud, Vertex AI, and AlloyDB.
  • •Built four cloud-hosted systems for employee, tax, facility, and inventory workflows.
    • AI First⁠, AI Engineer Intern
    Dec 2024 – Aug 2025
  • •Built a zero-cost Python pipeline for 200K+ visa-sponsoring job leads across seven markets.
    • Speaking & Recognition
  • •Selected to benchmark three local coding models against Copilot on TTFT, tool accuracy, and task completion
  • •Delivered “De-mystifying PyTorch for ASICs: When (and Why) to Move Your Development to AI Accelerators” at Station F, Paris.
  • •Received full sponsorship covering airfare, lodging, and admission to the five-day AWS re conference in Las Vegas
  • •Represented the Philippines as the sole Filipino among 340 international grant recipients
    • Dec 2024 – Present
  • •Trained 4,000+ students and professionals in AI/ML, software engineering, and data engineering
  • •Delivered 25+ talks at SOFTCON and events hosted by AWS, Microsoft, and universities across the Philippines
  • •Secured $30,000+ in sponsorships from GitHub, Tavily, and Vercel to support technology education across Luzon
  • •Selected by the Philippines' national technical-vocational authority to validate two national AI and data competency qualifications.
    • Certifications
    Education
    BS in Computer Science with specialization in Software Engineering, FEU Institute of Technology⁠
    Aug 2022 – Sep 2026

    4-Year President's Scholar with High Honors; CS Academic Varsity; Leadership Awardee

    Awards
    PH100 Honoree⁠, StellarPH
    Sep 2025