About Me
AI Engineer and Lead Developer building retrieval systems, production SaaS, and fullstack web applications.
Professional Summary
I'm an Artificial Intelligence Engineer and Lead Developer at Ice Bear Solution, where I build football discovery systems with spaCy, FAISS, and RAG, and lead SaaS delivery with Stripe, DigitalOcean staging deploys, and KYC flows on a production web platform.
Previously at AK Holding, I developed AI solutions with LangChain and LangGraph. I've also completed internships at Qtech Business Solutions in quality assurance (Selenium, PyTest) and web documentation for a drag-and-drop builder platform.
I specialize in Python, NLP, retrieval systems, and full-stack web development with Next.js and TypeScript. My goal is to ship products that connect AI capabilities to real-world user experiences.
Fullstack Development
Building end-to-end web applications with modern frameworks and technologies
AI & Machine Learning
Developing intelligent solutions using Python, LangChain, and ML frameworks
Data Analysis
Extracting insights from complex datasets and building data-driven applications
Mobile Development
Creating cross-platform mobile apps with React Native
Key Highlights
Professional Experience
From AI engineering and lead fullstack SaaS delivery at Ice Bear Solution to QA and web documentation internships, building products that ship with real-world impact.
Ice Bear Solution
Germany · Remote
Mar 2025 – Present · 1 yr 4 mos
Artificial Intelligence Engineer
Mar 2026 – Present · 4 mosBuilding AI-powered discovery, retrieval, and recommendation systems for a football player platform.
- Developed an AI-powered football player discovery platform with custom search, retrieval, and recommendation capabilities
- Built NLP pipelines for intent detection, keyword extraction, query parsing, and entity recognition using spaCy
- Designed and implemented custom retrieval and ranking systems for player discovery and recommendation workflows
- Engineered semantic and similarity search pipelines using FAISS for efficient information retrieval
- Built a Retrieval-Augmented Generation (RAG) application integrating structured retrieval with LLM-assisted responses
- Integrated Gemini for football statistics analysis and AI-assisted self-assessment interpretation features
Lead Developer
Mar 2025 – PresentLeading fullstack delivery for a production SaaS and football web platform, from Stripe billing to staging deployments and KYC flows.
- Lead SaaS product development including Stripe billing and subscription integration
- Manage DigitalOcean infrastructure and staging environment deployments
- Built a production football web platform for a client with KYC onboarding and compliance-related user flows
- Partner with Figma designers, Legal & Compliance, Marketing, and Data Analysts on a production-ready web application
- Partner with the QA team to triage defects, verify fixes, and improve release quality
- Build and ship features with Next.js, React, and TypeScript across cross-functional delivery cycles
AK Holding
Python AI Developer
Nov 2024 – Mar 2025 · 5 mos
Remote
Specialized in developing AI-powered solutions and machine learning applications using Python.
- Developed AI applications using Python, LangChain, and LangGraph frameworks
- Built machine learning models for data analysis and prediction tasks
- Created intelligent chatbots and conversational AI systems
- Implemented data processing pipelines for large-scale datasets
- Collaborated with data scientists to optimize ML model performance
- Integrated AI solutions with existing web applications and APIs
Qtech Business Solutions, Inc.
Tayabas, Calabarzon, Philippines · Hybrid
Mar 2026 – May 2026 · 3 mos
Web Development Intern
Apr 2026 – May 2026 · 2 mosCreated user-facing documentation for a drag-and-drop website builder platform.
- Created an online user manual for a drag-and-drop website builder platform
- Wrote clear, step-by-step instructional content to improve user onboarding and platform usability
- Translated technical features into user-friendly documentation for non-technical users
- Organized and structured documentation for easier navigation and understanding
Quality Assurance Intern
Mar 2026 – Apr 2026 · 2 mosQA intern focused on automated and manual testing for a Point of Sale web application.
- Performed functional and smoke testing for a Point of Sale (POS) web application
- Developed automated test scripts using Selenium WebDriver, Python, and PyTest
- Tested login flows and core application functionalities to identify defects and usability issues
- Created and maintained manual test cases and testing documentation
- Documented bugs, defect details, and reproduction steps using Google Sheets
- Collaborated with developers to report issues, verify fixes, and support overall software quality
Ready to Work Together?
I'm always excited to take on new challenges and contribute to innovative projects. Let's discuss how we can create something amazing together.
Skills & Technologies
A comprehensive overview of my technical expertise and proficiency levels
Programming Languages
Frontend Development
Backend Development
Databases & Storage
Mobile Development
AI & Machine Learning
Tools & Technologies
Quality Assurance
Design & UI/UX
Additional Skills
Featured Projects
A showcase of my recent projects demonstrating fullstack development, AI integration, and mobile app development skills. Each project represents a unique challenge and learning opportunity.
A full-stack job discovery tool that scrapes publicly listed developer roles on OnlineJobs.ph, caches them for fast browsing, and layers AI-powered classification plus rich client-side filters so developers find relevant posts faster and apply on OnlineJobs.ph. Unofficial personal project: listings stay on OnlineJobs.ph, no personal data stored, cache-first API on Render with Next.js on Vercel.
Key Features:
- Scraped & cached listings with dev-role filtering and detail enrichment
- AI-powered role, experience, and confidence classification
- Multi-axis filters, synonym search, and match badges on job cards
- +2 more features
Technologies:
A portfolio-grade full-stack demo built to show product-minded engineering, not just LLM integration. Users paste a project idea and deadline; AI generates a structured plan as JSON. Everything after that is fully editable (tasks, dates, order, and timeline placement) with no re-prompting. The app doubles as a polished case-study site with a live interactive demo.
Key Features:
- Multi-project workspace with brain dump → AI draft and password-protected generation
- Task board, drag-and-drop reorder, and interactive Gantt with calendar dates
- Overview dashboard with custom SVG/CSS charts (no chart library)
- +2 more features
Technologies:
A production-style document intelligence engine that converts images into structured data. OCR is the reusable core layer; AI interpretation is optional and never a replacement. Layered architecture with Tesseract preprocessing, typed FastAPI services, and optional AI structuring for receipts, invoices, resumes, and messy documents.
Key Features:
- Raw Text Mode: OCR-only extraction with line segmentation
- Structured Document Mode: AI classification for receipts, invoices, resumes, and notes
- Smart Analyze Mode: fully AI-driven inference for unknown documents (password-protected)
- +2 more features
Technologies:
Integrated Large Language Models (LLMs) with Retrieval-Augmented Generation (RAG) to deliver intelligent, context-aware workout recommendations and chatbot interactions. Developed a full-stack AI-powered fitness web application using Next.js (frontend) and FastAPI (backend), showcasing seamless integration between UI and scalable API services.
Key Features:
- AI-powered workout recommendations
- Intelligent chatbot interactions
- Vector embeddings and semantic search
- +2 more features
Technologies:
Designed and developed a dynamic Pokemon application to demonstrate API handling skills. Demonstrated dynamic and responsive design of the API with clean code and best practices when handling complex API structure.
Key Features:
- Dynamic Pokemon data fetching from PokeAPI
- Responsive design for all devices
- Clean code and best practices
- +2 more features
Technologies:
Designed and developed a dynamic tourism website with an integrated booking system, enhancing user experience and functionality. Deployed and optimized the website for performance, ensuring seamless navigation and responsiveness across devices.
Key Features:
- Integrated booking system
- Dynamic tourism content
- Performance optimization
- +2 more features
Technologies:
Developed a Digital Learning Website tailored for elementary students, designed to promote interactive and engaging educational experiences. Delivered as a paid project, meeting client requirements and contributing to the advancement of digital learning tools for young learners.
Key Features:
- Interactive learning modules
- Engaging educational experiences
- Client project delivery
- +2 more features
Technologies:
Interested in seeing more of my work?
I'm constantly working on new projects and contributing to open source. Check out my GitHub profile to see all my repositories and contributions.
Get In Touch
I'm always interested in new opportunities and exciting projects. Let's discuss how we can work together to create something amazing!
Feel free to reach out through any of these channels
Location
Available for Remote Work
Open to remote opportunities worldwide
Response Times
Fill out the form below and I'll get back to you as soon as possible
Ready to Start Your Next Project?
Whether you need a fullstack web application, AI-powered solution, or mobile app, I'm here to help bring your ideas to life with modern technologies and best practices.