Building at the intersection of multilingual AI and production systems.
MemeXGen — Multimodal LLM framework for cross-cultural meme transcreation
- Dataset published on Hugging Face — 20,000+ downloads in the first month
- Multimodal multi-agent system (cultural context · style · safety) with 15–20% improvement over GPT-4V and CLIP baselines across Chinese–English evaluation sets
- arXiv paper
- Hugging Face dataset
| Project | Stack | Status |
|---|---|---|
| Webhook Relay — production event relay with idempotency, retries, DLQ, and observability | Rust · AWS Lambda · DynamoDB · SQS · Terraform | In progress |
| RAG Evaluation Pipeline — multilingual QA system with Ragas metrics and MLflow tracking | Python · LangChain · ChromaDB · FastAPI · Docker | In progress |
| Haul Yeah — 1st place, AWS & INRIX Hackathon · real-time risk-aware freight routing | Flask · AWS Bedrock · INRIX · Google Maps API | Done |
ML / AI PyTorch · HuggingFace Transformers · PEFT/LoRA · MLflow · RAG · CUDA
Backend Rust · Python · FastAPI · Flask · PostgreSQL · Kafka
Cloud AWS (Lambda · DynamoDB · SQS · Bedrock) · Docker · GitHub Actions
CS postgrad @ Santa Clara University · Open to ML Engineer and Backend Engineer roles