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Devanik21/README.md

MasterHead

Hi, I'm Devanik

Aspiring ML Researcher and AI Ops Engineer | ECE'26 - NIT Agartala

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πŸš€ About Me

  • πŸ”­ Currently working on Reinforcement Learning and Generative AI.
  • 🌱 Learning Data Structures and Algorithms (C++), Deep Learning, Reinforcement Learning.
  • πŸ‘― Looking to collaborate on Machine Learning and AI projects.
  • πŸ† Achieved 1st Place in Space Exploration Hackathon by ISRO STIC and NIT Agartala.
  • πŸ‘¨β€πŸ’» Developed over 15 applications using Streamlit, integrating various robust ML models.

πŸ’Ό Experience

  • Machine Learning Intern at Bharat Intern (Feb 2024)

    • Developed a house price prediction model using Multiple Linear Regression.
    • Conducted Iris flower classification using various ML algorithms.
  • TCS ESG Job Simulation on Forage (May 2024)

    • Completed a sustainability consulting simulation, developed a fitment matrix for client needs.
  • Accenture North America Data Analytics Job Simulation on Forage (May 2024)

    • Analyzed and modeled datasets to uncover insights, created presentations for stakeholders.

πŸ”¬ Projects

  • Supervised Machine Learning - Model Selection

    • Selected optimal models for cancer cell classification, achieving high accuracy and precision.
  • Unsupervised Machine Learning

    • Employed K-means clustering for customer segmentation and Apriori for market basket analysis.
  • Deep Learning

    • Implemented RNNs for stock price prediction and CNNs for image classification using advanced architectures like VGG16 and ResNetV2.

πŸ… Achievements

  • LeetCode: Earned 3 stars, 50 DAYS, and 100 DAYS BADGE (2023 & 2024).
  • Industry Certifications: Recognized by IBM, Google, TCS, Accenture, FreeCodeCamp, and Microsoft.

πŸ› οΈ Skills

  • Languages: Python, C++, C, MATLAB, SQL
  • Developer Tools: Git, Kaggle, VS Code, PyCharm, Anaconda, MySQL, Streamlit
  • Libraries: Pandas, NumPy, Matplotlib, Seaborn, Scikit-Learn, TensorFlow, Keras, PyTorch

🌐 Connect with me

LinkedIn Stack Overflow Kaggle YouTube LeetCode GeeksforGeeks


πŸ’» Languages and Tools

Arduino C++ C# MATLAB MySQL Python PyTorch Scikit-Learn Seaborn TensorFlow


πŸ“Š GitHub Stats

Top Languages GitHub Stats GitHub Streak


πŸ’‘ Fun Fact

I believe that AI, when harnessed correctly, can increase human lifespan to infinity. Curious? Let's explore together!


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  1. Certificates Certificates Public

    Here are all my certificates gained.

  2. IMP IMP Public

    Jupyter Notebook

  3. Stackoverflow-Analysis Stackoverflow-Analysis Public

    Forked from recodehive/Stackoverflow-Analysis

    Stack overflow is a professional community for developers. This repo analysis 3 years of developer Survey done by Stackoverflow and do visualization and predict the salary of Data Scientist in futu…

    Jupyter Notebook 1

  4. ISRO_Mining_Site_FINAL_APP ISRO_Mining_Site_FINAL_APP Public

    Jupyter Notebook 12 36

  5. ADV-crop-prediction-app ADV-crop-prediction-app Public

    Jupyter Notebook