⭐ National Champion & Gold Medalist in AI (TESDA Skills 2026) | ASEAN International Qualifier
Need to deploy production AI microservices, build custom RAG pipelines, or ship high-performance Next.js web applications?
I am a Software & AI/ML Engineer who bridges the gap between machine learning models and scalable, production cloud systems. I don't just build Jupyter notebook prototypes—I architect and ship production code with automated CI/CD pipelines.
What I can build for you:
• Generative AI & Agents: Custom RAG pipelines (LangChain, LlamaIndex), multi-agent systems (CrewAI, LangGraph), and prompt evaluation (LangSmith).
• Machine Learning & Edge AI: Fast inference pipelines, model optimization (ONNX, OpenVINO, PyTorch), and data engineering (Polars, Pandas).
• Full-Stack Web Development: Scalable web apps with Next.js 15, TypeScript, Tailwind CSS, FastAPI, and PostgreSQL.
Proven Track Record:
• Gold Medalist — TESDA National Skills Competition 2026 (Artificial Intelligence)
• Shipped 4 production web apps for US clients (CITC), boosting load speeds by 30–40%.
• Built an end-to-end edge AI alert system under timed competition constraints (95.76% accuracy).
Certified: Microsoft Azure AI Engineer (AI-102) | Anthropic AI Fluency | AWS GenAI
Have a project in mind? Send me an invite and let's discuss your timeline and architecture.
Experience: 2 - 5 years
Experience: 2 - 5 years
Cornerstone International Technologies (CITC) | Georgia, USA (Remote) | Aug 2024 – Present Junior Software Engineer • Shipped 4 production web applications with Next.js 15, TypeScript, and Tailwind CSS, translating Figma designs into reusable UI components and improving page-load performance by 30–40% through code splitting and image optimization. • Integrated GTM, GA4, and Mixpanel analytics pipelines across production sites with custom event tracking schemas to capture user behavioral data. • Architected GitLab CI/CD pipelines with OIDC authentication to automate secure deployments to AWS S3 and CloudFront across multi-tier environments (dev, staging, production). • Integrated Directus CMS with Next.js via REST APIs and SSG, implementing incremental static regeneration to automate nightly content refreshes. • Configured Express.js middleware with Google reCAPTCHA Enterprise to defend public-facing forms against automated bot traffic.
Experience: 2 - 5 years
Experience: Less than 6 months
“There are just so many skills that the Filipino market has that they bring to the table. It's been amazing.”
Samori Coles
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