Projects
AI Resume Analyzer
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Customer Support Application
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Multimodal RAG Application
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Credit Card Fraud Detection
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AI Resume Analyzer
Key Features
Smart Resume Analysis powered by OpenAI's advanced language models
Precise job matching using embedding-based similarity scoring
Actionable feedback with specific improvement suggestions
Cloud-powered scalability through Azure deployment
Secure processing with enterprise-grade infrastructure
Technologies Used
OpenAI
Azure ML
Python
Embeddings
NLP
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Customer Support Application
Key Features
Advanced LLM-powered ticket categorization and response generation
Intelligent sentiment analysis for customer feedback
RAG framework implementation with FAISS vector database
Scalable deployment using Azure ML pipelines
Automated workflow with OpenAI embeddings integration
Technologies Used
Azure ML
OpenAI
FAISS
RAG
Python
LangChain
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Multimodal RAG Application
Key Features
Multimodal RAG system combining text and image processing
Restaurant app with personalized food recommendations
AWS Bedrock integration for robust processing
FAISS vector database for efficient retrieval
Claude-Sonnet AI model implementation
Technologies Used
AWS Bedrock
FAISS
Claude-Sonnet
Python
RAG
LangChain
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Credit Card Fraud Detection
Key Features
Machine learning-based fraud detection system
High accuracy transaction classification
Reduced false positives in detection
Minimized financial loss prevention
Supervised learning algorithm implementation
Technologies Used
Python
Scikit-learn
Pandas
NumPy
Machine Learning
Data Analysis
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