Ankit

Recent Post-graduate in Industrial Engineering from IIT Kharagpur with expertise in data science, data analysis, machine learning, data visualization, and Python programming. Skilled in data cleaning, preprocessing, and modeling with a strong problem-solving aptitude.

Understanding the effectiveness of Video based training -

• Tools Used: 15'' Monitor, 15 Participants, Stopwatch, Python, Excel,
• The analysis of a situation involves several stages. The first stage is the perception of the environment through our senses. After perceiving the environment, we process the data we have received. Then, we project a future state based on our analysis.
• In addition, two experiments have been performed on various age groups and genders. After collecting the data, three video clips were shown. Finally, the indexing was performed using the entropy method of Z numbers.

Using lending data predicting whether or not the borrower paid back their loan -

• Tools Used: Python, Numpy, Pandas, EDA, Machine learning, Jupyter notebook
• Problem: Lending Club aims to connect borrowers who need money with investors who have money. Investors are interested in investing in borrowers who have a high probability of paying them back.
• Solution: A Random Forest model has been created to predict whether a borrower will return the money or not. The model has a precision of 81%, which means that 81% of the predicted positive cases are actually positive, and a recall of 85%, which means that 85% of actual positive cases are predicted as positive by the model.

Recommender system with python using movie lens data set -

• Tools Used: Python, Numpy, Pandas, EDA, Jupyter notebook
• Develop basic Movies recommendation systems using Python and pandas. It just tells what movies are most similar to your movie choice.
• Providing a basic recommendation system by suggesting Movies that are most similar to a particular movies, used corrwith() method to get correlations between two pandas series.

• Automate the Boring Stuff with Python Programming ,
  Udemy - [05/2022-07/2022]
• Python for Data Science and Machine Learning Bootcamp ,
  Udemy - [05/2022-08/2022]
• English and Communication Skills ,
  Amity School of languages - [08/2013-05/2017]

GATE Qualifications:

• GATE 2019 CE - Qualified
• GATE 2021 CE - Qualified
• GATE 2022 PE - Qualified