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Shriya-Guptaa/README.md

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Python Developer

$${\color{#E85E88}About\ Me}$$

  • Final-year Information Technology student passionate about building AI-powered applications and intelligent software systems.
  • Experienced in developing AI/ML solutions using LLMs, RAG pipelines, vector databases, and full-stack web technologies.
  • Interested in Generative AI, NLP, Retrieval-Augmented Generation (RAG), multimodal systems, and AI-assisted automation.
  • Enjoy building practical projects that combine machine learning, data analysis, and user-focused application design.
  • Open to collaborations in AI/ML, NLP, full-stack AI applications, and research-driven projects.

$${\color{#E85E88}My\ Projects}$$

  • Contract Review System: A fine-tuned Mistral LLM and RAG-based legal document analysis platform that automates contract summarization, compliance checking, clause retrieval, and risk assessment.
  • Licence Plate Recognition System: An Automatic Number Plate Recognition (ANPR) system built using YOLOv8, EasyOCR, OpenCV, and vehicle tracking.
  • Hybrid-AI-Chat: An AI-powered travel assistant that answers Vietnam travel queries using retrieval from both Pinecone and Neo4j knowledge bases.
  • Budget-Manager: A Python application to manage personal finances and track expenses.
  • FuzzyTube: An NLP-powered Streamlit application that uses fuzzy matching to search YouTube transcripts for stock mentions and keywords with timestamped results.
  • SmartHire: An AI-powered resume screening system that parses resumes, extracts skills, matches candidates to job descriptions, and ranks applicants using TF-IDF and cosine similarity.
  • Trader Performance vs Market Sentiment: A Python data analysis project exploring the relationship between cryptocurrency trader performance, market sentiment, and risk.
  • Trading-Bot-Binance: A Python CLI-based Binance Futures Testnet trading bot supporting MARKET and LIMIT orders with modular architecture and logging.

$${\color{#E85E88}Main\ Skills}$$

  • Programming Languages: Python, C, C++, HTML
  • AI/ML: Machine Learning, Deep Learning, NLP, Generative AI, Prompt Engineering, Data Analysis, Model Fine-Tuning, Model Inference, Data Preprocessing, Model Evaluation
  • LLM & GenAI Systems: RAG, LangChain, Hugging Face, LoRA/QLoRA, FAISS, MCP
  • Frameworks & Libraries: TensorFlow, scikit-learn, NLTK, Pandas, NumPy, Matplotlib
  • Databases: MySQL, Pinecone, Neo4j, FAISS
  • Web Development: Flask, Streamlit,HTML, CSS, JavaScript, React.js, Node.js, Express.js,Tailwind CSS
  • Tools & Platforms: Git, GitHub, Docker, Jupyter Notebook, VS Code, Ngrok, MS Excel
  • Soft Skills: Problem Solving, Team Collaboration, Leadership, Time Management, Communication

$${\color{#E85E88}Connect\ with \ me!}$$

Feel free to reach out if you have any questions or would like to collaborate!

$${\color{#E85E88}Employer?}$$

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  1. Licence-Plate-Recognition-System Licence-Plate-Recognition-System Public

    Automatic Number Plate Recognition system using YOLOv8, EasyOCR, OpenCV, and vehicle tracking.

    Python 1

  2. Contract-Review-System Contract-Review-System Public

    Python 1

  3. Trader-Performance-vs-Market-Sentiment Trader-Performance-vs-Market-Sentiment Public

    Data analysis project exploring how market sentiment influences cryptocurrency trader performance, behavior, and risk using Python.

    Jupyter Notebook 1

  4. SmartHire SmartHire Public

    Resume screening and Candidate matching system

    Python 1

  5. FuzzyTube FuzzyTube Public

    Finding Key Words and stock mentions with their timestamps and clickable link preview in YouTube Videos Using Fuzzy Logic

    Python 2

  6. Hybrid-AI-Chat Hybrid-AI-Chat Public

    A travel assistant made to answer travel related queries. It responds using data retrieved from both Pinecone and Neo4j. Currently only works for Vietnam

    Python 2