Projects
Resume Parsing System
Built an NLP pipeline to extract structured data from resumes using spaCy, HuggingFace Transformers and DeBERTa-v3, deployed via FastAPI.
PythonHuggingFace TransformersspaCyBERTDeBERTa-v3FastAPIDocker
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