Skills & Technologies
Projects
AIMeTrans — AI Translation Platform
Session-based document translation and chatbot agent. Implemented smart prompt thinning and batching to cut token costs by 65% and reduce translation latency by 75%. Built async FastAPI pipelines connecting OpenAI, Claude, and Azure services.
AI Medical Booking Assistant
Automated scheduling, doctor search, and symptom specialty mapping. Trained Rasa NLU (DIET Classifier) and integrated FAISS + BM25 RAG.
Sign Language Gesture Recognition
Research project using skeleton sequence data with SiFormer (Feature-Isolated Transformer). Achieved ~1.0 classification accuracy on the web across 120 gesture classes. Designed data preprocessing pipelines and researched browser-based TensorFlow.js execution.
Experience
LLM Engineer
Engineered the AIMeTrans platform. Developed asynchronous FastAPI pipelines powered by LangChain and LangGraph, connecting OpenAI, Claude, and Azure services. Built custom formatting-preserving parsers for PDFs/Office files and containerized deployment with Docker.
AI Engineer Intern
Participated in the skeleton-based Sign Language Recognition project. Implemented and benchmarked the SiFormer model. Designed data preprocessing pipelines (landmark alignment, normalization) and researched browser-based TensorFlow.js execution.
Bachelor of Information Technology
Graduated with a GPA of 3.27. Four-time recipient of the Merit-based Academic Scholarship for outstanding academic performances.
Executive Committee Member
Planned, organized, and executed academic workshops, technical competitions, and events, cooperating with faculty members and corporate sponsors.
Let's build something together
Interested in AI agents, custom RAG systems, or production-grade LLM integrations? Let's talk.