Backend Developer with 3 years of experience building scalable systems, data-intensive workflows, and AI-assisted backend services.
Strong background in Ruby on Rails, RESTful architectures, and MLOps/RAG pipelines for production-ready AI features.
Currently working at Adamo Software, contributing to the Magpie Product Information Management platform, AI chatbot systems, and backend automation workflows used in the global tours & activities industry.
- Developed scalable backend components for a production PIM platform serving travel operators and resellers
- Built ingestion pipelines, automated product creation (Viator/GYG/Tripadvisor), and TTD tracking workflows
- Implemented a production-level AI Chatbot Assistant using RAG + LLMs
- Natural language query processing (English)
- Vector embeddings & context retrieval
- Integration with LLM providers
- Backend pipelines for accurate and efficient responses
- Improved dashboard analytics, review statistics, and multi-source synchronization logic
- Led debugging on major production issues and optimized system performance
Worked on internal development tools and contributed to performance improvements in team modules.
- Production-ready MLOps pipeline for image classification
- Built with PyTorch, Hydra, and DVC for reproducibility
- CI/CD integration using GitHub Actions & CML for automated model reporting
- Experiment tracking with MLflow & Weights & Biases
- Secure password manager built with Rails 8 + Hotwire - Chrome Extension for autofill
- Encrypted storage using Active Record Encryption
- Real-time communication with Action Cable
- Devise authentication
- REST APIs with RSpec tests
- Asynchronous workflows with Sidekiq - Docker-based deployment
- Queue-based architecture for background jobs
