Projects
Resume Parsing System
Built an NLP pipeline to extract structured data from resumes using spaCy and BERT, deployed via FastAPI.
PythonspaCyBERTFastAPIDocker
Resume–JD Matching Engine
Contextual similarity scoring using DeBERTa embeddings instead of keyword matching.
DeBERTaTransformersCosine Similarity
LLM Resume Analyzer
LLM-powered feedback system that analyzes resumes and suggests improvements.
LLMsPrompt EngineeringFastAPI
Async ML Processing Pipeline
Handled concurrent ML tasks using Celery and Redis for scalable inference.
CeleryRedisDocker