ML Engineer specializing in multimodal models — PyTorch Conference Europe 2026 speaker —

with production data pipelines processing 500k+ records/day.

Technical Skills
Machine Learning: Python, PyTorch, CatBoost, scikit-learn, RAG, Fine-Tuning
Software Engineering: React, TypeScript, Next.js, Node.js., Express, PostgreSQL, Docker, Kubernetes
Cloud Engineering: Google Cloud, AWS, Azure, AWS CDK, Terraform, GitHub Actions
Projects & Research
  • •Co-developed Visual-Qwen using CLIP, Whisper, Q-Former, and Qwen3-4B for multimodal “sludge” video detection.
  • •Achieved 93.4% F1 / 93.5% accuracy on held-out data after training on TPU v4-64 via Google Cloud
  • •Published a 2K-video / 6K-sample multimodal dataset; reached 200+ monthly Kaggle downloads.
  • •Validated the system with 53 participants across ML, content creation, moderation, and data science.
  • •Open-source TypeScript package with peak 1600+ downloads per week on npm
  • •Benchmarked at ~7.2K jobs/min with near-100% success across tested search configurations.
    • Professional Experience
    ViableView⁠, Senior Data Engineer
    Feb 2026 – Present
  • •Built 3 in-house government business-registry scrapers in Python (2.7M records at 200k/day)
  • •Designed an email-enrichment pipeline (2.6M records at 240k/day) with 94% macro F1-score against baseline
  • •Architected a multi-cloud provider, multi-VM autoscaler, email validation batched pipeline (800K records at 80k/day)
    • Kollab⁠, Associate Cloud Engineer
    Sep 2025 – Feb 2026
  • •Delivered a patient-search AI for a leading Philippine hospital in 30 days using Google Cloud, AlloyDB, and Vertex AI.
  • •Developed 4 cloud-hosted internal tools for employee, tax, facility occupancy, and distributed inventory management
    • AI First⁠, AI Engineer Intern
    Dec 2024 – Aug 2025
  • •Built a Python pipeline that enriched 200k+ job leads across 7 countries that sponsor work visas, running at zero cost
    • Speaking & Recognition
  • •Presented to 1000+ professionals in Paris, alongside global tech leaders like Microsoft, Google, NVIDIA, & AMD
  • •Talk is titled: De-mystifying PyTorch for ASICs: When (and Why) To Move Your Development To AI Accelerators
  • •Received full sponsorship to attend the 5-day AWS re:Invent 2025 Conference in Las Vegas, Nevada
  • •Sole Filipino Grant Recipient among the 340 international recipients
    • Dec 2024 – Present
  • •Taught 4000+ students & professionals about AI/ML, Software, and Data Engineering
  • •Delivered 25+ conference and community presentations from SOFTCON, AWS, Microsoft, and several Philippine universities
  • •Secured $30k in sponsorships from GitHub, Tavily, and Vercel for educational empowerment in tech in Luzon
  • •Selected by the Philippines' national technical-vocational education authority to validate 2 AI & Data qualifications in the national curriculum standards.
    • 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

    Awards
    PH100 Honoree⁠, StellarPH
    Sep 2025