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AI and ML
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AI and ML
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itz-Mayank/README.md

👋 Hi there, I'm Mayank Meghwal

Typing SVG

👨🏻‍💻 About Me

B.Tech in Computer Science | Engineering College Ajmer
Passionate Data Scientist & AI Engineer specializing in Machine Learning, Deep Learning, NLP, and LLMs
Love working on AI-powered applications, MLOps pipelines, and full-stack development
Winner - MNIT Jaipur Hackathon 2024 | Finalist - Smart India Hackathon 2024
Exploring AI for social good, data-driven decision-making, and intelligent automation

💼 What I’m Currently Working On

  • AI-Powered Personal Assistant using LLMs, LangChain & Speech Recognition
  • Deepfake Detection using CNN, RNN, and Adversarial Learning
  • MLOps Pipelines with Docker, Kubernetes, Streamlit & Azure
  • Flutter Apps for productivity and focus improvement

💻 Skills & Tools

Programming & Core Concepts

Python C++ SQL OOP

Machine Learning / AI

TensorFlow PyTorch Keras Scikit-learn NLP LLMs

Data Science & Visualization

Pandas NumPy Matplotlib Seaborn PowerBI Tableau

MLOps / Deployment

Docker Kubernetes Streamlit Azure AWS GitHub Actions CI/CD

Full-Stack Development

Flutter Kotlin React NodeJS Express MongoDB MySQL

🧩 Featured Projects

🔹 AI Echo – Sentiment Analysis
Built a transformer-based sentiment analysis model using TF-IDF, Naïve Bayes, and LLMs.
Deployed via Streamlit for real-time text sentiment insights.

🔹 Face Liveness Detection
Developed a deep learning model for spoof detection in facial authentication systems.
Achieved 98% accuracy, enhancing biometric security.

🔹 Chest X-Ray Diagnostics
CNN-based model for COVID-19 detection using X-ray images with real-time inference.

🏆 Achievements

  • Winner – MNIT Jaipur Hackathon 2024
  • Smart India Hackathon Finalist 2024
  • Certified in Advanced Programming & Data Science – IITM Pravartak
  • Data Science Intern – Infotact Solutions (2024)

🌐 Connect With Me

LinkedIn Gmail GitHub

GitHub Streak
Profile Views

💡 “Turning data into intelligence and ideas into innovation.”

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  1. Agriculture_Analytics Agriculture_Analytics Public

    India's agricultural sector is vital for the economy, but the management of agricultural data remains a challenge due to its complexity, fragmented nature, and lack of easy access. Various stakehol…

    Jupyter Notebook 2

  2. AI_Agent_Data_Parser AI_Agent_Data_Parser Public

    This project contains a coding agent that automatically generates, tests, and self-fixes a Python parser for bank statement PDFs using the Google Gemini API.

    Python 2

  3. AI_Attendance_Management AI_Attendance_Management Public

    A web-based face attendance system that uses the webcam to capture a real-time image, recognizes faces using pre-saved encodings, and logs attendance with timestamps into a CSV file.

    HTML 2

  4. AI_Echo AI_Echo Public

    NLP-based sentiment classifier for user reviews using TF-IDF, Naïve Bayes, and Transformer models, deployed via Streamlit for real-time insights.

    Jupyter Notebook 2

  5. Bank_Term_Deposit_Subscription_Prediction Bank_Term_Deposit_Subscription_Prediction Public

    Banks often struggle to predict which clients are likely to subscribe to a term deposit offer. The objective is to create a binary classification model that accurately predicts whether a client wil…

    Jupyter Notebook 2

  6. Chest-X-Ray-Diagnostics Chest-X-Ray-Diagnostics Public

    Rapid and accurate diagnosis of COVID-19 from chest X-ray images can significantly improve patient outcomes and relieve stress on healthcare resources. In this project, the task is to build a multi…

    Jupyter Notebook 2