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sonali123123/README.md

Hi πŸ‘‹, I'm Sonali Thakur

AI Engineer | Passionate about Building Conversational AI, Multilingual Chatbots & OCR Solutions

Sonali Thakur - AI Engineer

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πŸ’‘ About Me

  • πŸŽ“ I hold a B.Sc. in Mathematics Honours (Graduated in 2023)
  • πŸ‘©β€πŸ’» AI Engineer with 1+ year of experience in building advanced AI solutions
  • πŸ› οΈ Skilled in RAG (Retrieval-Augmented Generation), LangChain, and Vector Databases like ChromaDB, FAISS, and Weaviate
  • πŸ—£οΈ I specialize in building multilingual chatbots with ASR (Automatic Speech Recognition), TTS (Text-to-Speech), and STT (Speech-to-Text)
  • πŸ” Proficient in OCR-based projects for extracting and structuring data from PDFs into Excel sheets
  • βš™οΈ I have hands-on experience with frameworks like FastAPI, Flask, and models such as Llama, Mistral, GPT, and Gemma

πŸš€ Projects

Agentic AI

Conversational AI

  • Multilingual ChatBot
    Developed a multilingual chatbot supporting Indian regional languages, powered by voice capabilities using ASR and TTS.

OCR & PDF Automation

  • MultiPDF ChatBot
    A chatbot capable of summarizing and extracting structured data from scanned/unscanned PDF documents.

  • Automate PDF to CSV OCR
    Developed an application to convert scanned PDFs into structured Excel/CSV files using OCR.

Machine Learning

NLP Projects

  • Text Summarization
    Implemented an NLP-based system for generating concise summaries of large text documents.

  • Mini IMDB App
    Created an application to analyze and retrieve movie data using NLP techniques.


πŸ› οΈ Skills & Tools

  • Languages & Frameworks: Python, FastAPI, Flask
  • AI Models: Llama, GPT, Mistral, Gemma
  • Technologies: RAG, LangChain, ASR (Speech Recognition), TTS, STT, Transcription
  • Databases: ChromaDB, FAISS, Weaviate
  • Tools: OCR (Optical Character Recognition), OpenCV, NumPy, Pandas
  • Domains: NLP, Conversational AI, Multilingual Applications, Voice-enabled Chatbots

πŸ’¬ Ask Me About

  • AI & Machine Learning
  • Conversational AI Systems
  • Natural Language Processing (NLP)
  • Mathematics & Statistics for AI

🌐 Connect with Me

LinkedIn Instagram HackerRank


πŸ“« Let's Collaborate

  • Feel free to reach out to me for AI projects, chatbot development, or any collaborative opportunities.
  • πŸ“§ Connect with me on LinkedIn

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