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Joycee Paragas
Where classical craft meets
the machine that dreams.
AI Engineer specializing in Generative AI, LLM applications, and intelligent automation, building production-ready AI systems on modern machine-learning architectures. I architect and ship AI at scale: model integration, MLOps workflows, cloud deployment, and relentless performance optimization.
From RAG pipelines and AI agents to enterprise assistants built on LLM APIs, vector search, and knowledge retrieval, my practice sits where a strong software-engineering foundation (Python, PyTorch, TensorFlow, scalable systems) meets the old masters' obsession with proportion, patience, and finish.
Pigments & parameters.
Programming & Software Engineering
- Python · SQL · JavaScript / TypeScript01
- OOP · Data Structures & Algorithms02
- REST APIs · Microservices03
- PostgreSQL · MySQL04
- Git · Linux · Engineering Practice05
Generative AI & LLM Engineering
- Large Language Models06
- Prompt Engineering · RAG07
- AI Agents & Tool Calling08
- Embeddings & Semantic Search09
- FAISS · Pinecone · Chroma10
Top Skills · AI in Production
- Creating AI Workflows (prompt + tools + memory)11
- Deploying Models & Version Tracking12
- Serverless LLM Connections13
- API Security & Gateway Handling14
- Speed and Cost Optimization15
- CI/CD for AI Systems16
- Embedding Pipelines & RAG Design17
- Ethical AI Development18
Fourteen years
at the workbench.
Extreme Reach · Senior Software Developer · London
Integrated AI into enterprise workflows, from intelligent asset management to automation. Engineered AI-powered SaaS for a large-scale advertising platform, and built AI-enabled dashboards and analytics interfaces in Angular, TypeScript and RxJS.
Green Koncepts · Software Engineer · Singapore
Full-stack features across frontend, APIs and MySQL; mobile apps from the ground up in Ionic and Angular; advanced data-visualization dashboards with AmCharts and Fabric.js.
Robert Bosch · Software Developer · Singapore
Enterprise applications in an Agile environment: RxJS caching strategies, state management, API integrations, and performance work that cut unnecessary calls.
The Health Sciences Academy · UI/UX Developer
Migrated legacy AngularJS platforms to modern Angular, raising performance, maintainability and scalability across the product.
Grey Group · Web Developer · Singapore
Custom backend-driven modules for portfolios, profiles and dynamic content, with data models and MySQL structures for flexible content management.
Emerson · Software Engineer I
Interactive, animated web features on modular architecture, where the love of motion and craft began.
AI related
Projects.
FinDoc IQ
View the piece →A Retrieval-Augmented Generation pipeline that transforms dense, multi-hundred-page documents into an interactive Q&A interface. No manual review required.
№2Content Oracle
View the piece →An AI content-analysis pipeline that removes manual asset tagging, delivering search results 40% faster across the archive.
№3Project Fresco
In the studio, coming soonA placeholder canvas awaiting its underpainting. A multi-agent system, currently being sketched in charcoal.
№4Gilded Graph
In the studio, coming soonA second commission in progress: knowledge-graph retrieval, awaiting its gold leaf.
An education in
perpetual beta.
Applied AI & Data Science
MIT Professional Education
Master of Engineering in Engineering Leadership
Cornell University, College of Engineering
B.S. Information & Communications Technology
Pangasinan State University
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