/ projects
Below is a selection of projects highlighting my focus on AI systems, backend architecture, and platform development. I build solutions that range from experimental R&D to production-grade distributed architectures.
AI-Driven Enterprise Code Assistant
Led research and development of a proprietary LLM-based code assistant. Engineered RAG integrations with internal knowledge bases, JIRA, and GitLab to significantly enhance developer productivity across large proprietary codebases.
Automated Protocol Driver Generation
Supervised an R&D initiative to automate the generation of complex Host-to-Host (H2H) integration drivers using fine-tuned Large Language Models, drastically reducing manual engineering effort.
Intelligent Customer Engagement Chatbot
Spearheaded advanced features including dynamic chat starters and personalized messaging. Optimized cross-platform initialization time by 80% via CDN strategies, ensuring a seamless user experience.
Domain-Specific Entity Recognition System
Researched and implemented an instruction-based Entity Recognition system via LLMs. Enhanced the accuracy of information extraction from user queries and optimized performance using Parameter-Efficient Fine-Tuning (PEFT).
Cross-Platform Restaurant Management Eco-System
Supervised back-end API development and cross-platform native table-side ordering apps for a comprehensive restaurant reservation and management ecosystem.
Flagship Travel Platform Modernization
Key engineer in migrating a flagship enterprise product across 200+ modules from legacy systems to modern standards, concurrently implementing OpenTelemetry for unified system observability.