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ritiktyagiai/README.md

MasterHead

Hi 👋, I'm Ritik Tyagi

Machine Learning Engineer • Deep Learning • GenAI

  • 💼 I design and implement end-to-end ML pipelines: data collection, feature engineering, model training, evaluation, deployment, and monitoring.
  • 🧠 I work with Python, PyTorch, TensorFlow, scikit-learn, SQL, and cloud-native tooling to deliver reliable models.
  • 🚀 I enjoy transforming messy datasets into high-impact ML solutions and iterating toward better performance.
  • 📫 Reach me at ritiktyagiai@gmail.com

Areas of Expertise

  • Supervised & unsupervised learning
  • Deep learning (computer vision, NLP, tabular models)
  • Feature engineering and data preprocessing
  • Model validation, hyperparameter tuning, and cross-validation
  • Deployment-ready ML systems and reproducible experiments

Connect with me

ritiktyagiai AuraFarmerOne ritiktyagiai ritiktyagiai

Tools and Technologies

python pandas scikit_learn pytorch tensorflow postgresql git docker

ritiktyagiai

Pinned Loading

  1. M.I.N.D.S M.I.N.D.S Public

    Machine Intelligence & Data Science (MINDS)

    Jupyter Notebook 2

  2. github-contribution-graph-hack github-contribution-graph-hack Public

    A Python-based script that converts a generated pattern.json into real GitHub commits, allowing you to draw text or designs directly on your GitHub contribution graph.

    Python 20 1

  3. learn-git-github learn-git-github Public

    A beginner-friendly, open-source guide to learning Git & GitHub from scratch, with real commands, common mistakes, and practical workflows (Windows-focused).

    4 1

  4. MLH-Hackathon-Project MLH-Hackathon-Project Public

    AI system that analyzes long CCTV footage and generates a smart timeline of events, helping police and investigators quickly detect accidents, vehicles, people, and suspicious activities.

    Python

  5. my-portfolio my-portfolio Public

    My personal portfolio website showcasing my projects, skills, certifications, and experience.

    CSS

  6. SSoC-OpenSource-Project-Toolsuite SSoC-OpenSource-Project-Toolsuite Public

    Forked from Winter262005/Project-Toolsuite

    Contributed AES and RSA Encryption & Decryption Tool to Project-Toolsuite (SSoC'26)

    HTML