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prasanth-ntu/README.md

Hi, I'm Prasanth Thangavel!

Senior Data Scientist at Grab | Freelance Data Scientist at GA | AI/ML PhD Scholar at NTU

Linkedin: prasanthntu GitHub prasanth-ntu

A little more about me...

class Prasanth(Human):
    pronouns = ("He", "Him")
    code = ["Python🐍", "R", "SQL", "HTML", "CSS", "Matlab", "LabView", "Go"]
    ide = ("atom", "jupyter-notebook", "notepad++", "vscode", "Goland")

    technologies = {
        "data_science": {
            "tools": ["tensorflow", "keras",  "sklearn", "scipy", "nltk", "numpy", "pandas", "matplotlib",
                "seaborn", "opencv", "GPT", ...],
            "concepts": {
                "Machine Learning": ['Linear & Logistic Regression', 'SVM', 'KNN', 'Decision Trees', 'Gradient Boosting', 'MLP', 'Ensemble', ...], 
                "Deep Learning": ['CNN', 'RNN', 'GPT'], 
                "Signal Processing": ['Spectral', 'FFT', 'Wavelets', 'STFT', 'Stockwell']
                }
            "systems": ["classification", "regression", "clustering", "recommendation", "object-recognition", "nlp"]
        },
        "expertise": ["Brain signals", "EEG", "Epilepsy", "Automated Detection", "MedTech", "Data Analytics",
            "Dynamic Pricing", "Fraud Detection", "User Engagement", ...], 
        "web": {
            "back_end": {
                "python": ["flask", "django", "dash"],
            },
        }
        "dev_ops": ["AWS", "Apache Spark", "Airflow"],
        "databases": ["PostgreSQL", "MySql", "sqlite", "Datalake", "DataWarehouse"],
    }


if __name__ == "__main__":
    from time import sleep
    from random import choice

    from kitchen import yogurt, water, snacks
    from fitness import hiit, strength_training, jogging, walking, hiking
    import laptop
    import work

    prasanth = Prasanth()

    while True:
        sleep(8 * 60 * 60)
        workload = work.get_daily_workload()
        while len(workload) > 0:
            choice(yogurt(prasanth), water(prasanth), snacks(prasanth), fruits(prasanth))
            laptop.code(prasanth)
            choice(hiit(prasanth), strength_training(prasanth), jogging(prasanth), walking(prasanth), hiking(prasanth)
            

Pinned Loading

  1. MLDA-Data-Science MLDA-Data-Science Public

    Foundations of Data Science in Python - Workshop for EEE/IEM undergraduate students

    Jupyter Notebook 3

  2. helpers_python helpers_python Public

    Contains helper code for random stuff that might be useful one day or another

    Python

  3. prasanth-ntu.github.io prasanth-ntu.github.io Public

    My website containing all my programming notes and tutorials

    Jupyter Notebook 1 2

  4. MLDA-Enthuse-V2 MLDA-Enthuse-V2 Public

    Enthuse JC and University workshop: Foundation of Data Science in Python

    Jupyter Notebook 4 4

  5. coursera-Machine-Learning-Specialization-greyhatguy007 coursera-Machine-Learning-Specialization-greyhatguy007 Public

    Forked from greyhatguy007/Machine-Learning-Specialization-Coursera

    Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

    Jupyter Notebook