PROFESSIONAL SUMMARY
I am an AI RAG developer experienced in Python, ML models, APIs, LLMs, OpenAI, Llama3, RAG, OpenCV, Langchain, and various open-source LLMs. My expertise lies in AI Chatbot development, automation, and NLP. Recently, I've worked extensively on medical document processing ,EHR,QA processing, and OCR technologies.
SKILLS
Technical Skills:
Python, Large Language Models, Retrieval-Augmented Generation, Llama 3, Natural Language Processing, Generative AI, Medical AI, Medical Document Processing
Soft Skills:
Problem Solving, Analytical Thinking
Tools:
OpenAI API
Other:
Biotechnology, Electronic Health Records, Electronic Medical Records
PROJECTS
Hollyvernell Medical Diagnostic Application
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Technologies: Python, Streamlit, PDF Processing, Text Analysis, NLP (Basic)
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Developed a medical diagnostic application for conducting general health and diagnostic tests
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Built and deployed the application using Streamlit, enabling clients to review and validate functionality in real time
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Shared working demos through recorded walkthrough videos for clear client understanding and feedback
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Common Word Analysis:
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Developed a feature to analyze and identify the most frequently occurring words in PDF documents
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Article Retriever:
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Implemented a module to retrieve relevant articles from document content to improve research efficiency
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Term Extractor:
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Built a tool to automatically extract key terms and important phrases from PDFs for better content analysis
AWS Bedrock – LLaMA2 Integration
Technologies: Python, FastAPI, AWS Bedrock, LLaMA2, React.js, AWS Cognito
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Built a FastAPI backend (Python) to interact with the LLaMA2 model using temporary tokens
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Integrated backend APIs with a React frontend to fetch AI responses
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Implemented real-time streaming responses for improved user experience
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Applied prompt engineering to enhance response quality
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Added secure authentication using AWS Cognito APIs and deployed the app behind a private login
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Created and managed pull requests for the React application
Medical Chatbot Integration
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Technologies: OpenAI GPT-3 API
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Developed a custom chatbot using OpenAI GPT-3 API for a medical company
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The chatbot successfully sells services online, learns from user interactions, and provides desired outputs