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project writeups
Work, notes, and things learned.
Python / PyTorch / CUDA
vLLMini
A minimal inference stack for understanding how modern LLM serving systems handle model loading, quantization, attention, and token sampling.
FastAPI / Next.js / ML
Conflux
A civic intelligence workflow for turning noisy multilingual public reports into clustered, location-aware infrastructure proposals.
Python / PyTorch / NLP
VectorAlign
A low-resource translation support tool focused on extracting reliable bilingual alignments from multilingual embedding spaces.
LangChain / FastAPI / RAG
FloatChat
A natural-language interface for exploring structured oceanographic data without manually writing SQL or parsing NetCDF metadata.
PyTorch / OpenNMT / Modal
LINGO
A focused machine translation project for Kangri-Hindi that moves from dataset preparation through training and installable deployment.
Python / OpenCV / PyTorch
DeltaVision
A visual inspection prototype combining computer vision, temporal modeling, and a fast feedback UI for quality analysis.