Ankesh
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Hello, I'm
Ankesh Kumar

an aspiring data scientist

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About Me

Hey There! I'm Ankesh Kumar

I am a dedicated and passionate aspiring data scientist with a strong background in mathematics, machine learning and data anlytics. My journey into the world of data science began with a fascination for extracting insights from data and leveraging technology to solve complex problems.

Education

Bachelor of Technology in Computer Science,Sam Higginbottom University of Ag, Technology and Sciences.

Projects Showcase

A Capstone Project-Human Activity Recognition WebApp

Developed a WebApp using Spyder and Streamlit for frontend, UTF-8 encoding and for connecting data, trained model and pre-processing model on jupyter notebook. Worked on predictive model using logistic regression and SVM with grid search and confusion matrix for prdeicting human activity.

Breast Cancer Prediction

Developed a predictive model using logistic regression to predict cancer. Achieved a prediction accuracy of 85% .

Sentiment Analysis of Restaurant Reviews

Utilized natural language processing (NLP) techniques to perform sentiment analysis on product reviews from an e-commerce platform.

Heart Attack Classification

Developed a predictive model using logistic regression and support vector machine to identify probability of heart attack . Achieved a prediction accuracy of 95%.

Learning Journey

Courses and Certifications

  • Completed "Machine Learning With Python"-IBM.
  • Completed "SQL and RDBMS"-IBM.
  • Completed "Python for Data Science"-IBM.
  • Completed "Python Programming"-IIT Madras Research Park.
  • Completed "MongoDB for SQL"-MongoDB.

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My Skills

My Skills and Experiences

Skills:

Programming languages: Python

Data visualization tools: Tableau, PowerBI, Excel

Machine learning frameworks: TensorFlow, scikit-learn

Statistical and mathematical skills: Probability theory, linear algebra, calculus

Soft skills: Problem-solving, critical thinking, communication

Natural language processing, deep learning.


Experience:


Data Analytics and Machine Learning Intern, TECHNEX'IIT BHU (July 2022 - August 2022)

  • Foundations of Data Science: Introduction to data science concepts, including data types, data structures, data cleaning, and data preprocessing techniques
  • Programming Languages and Tools: Proficiency in programming languages commonly used in data analytics and machine learning, such as Python. Training often includes hands-on experience with libraries and frameworks like pandas, NumPy, scikit-learn, TensorFlow, and PyTorch.
  • Statistics and Probability: Understanding of statistical concepts and techniques essential for data analysis and machine learning, including probability distributions, hypothesis testing.

Data Science Intern, Oasis Infobyte (April 2023 - May 2023)

  • Created data visualizations to communicate findings.
  • Collaborated to implement machine learning solutions.
  • Completed project on time.

Artificial Intelligence Intern, IBM (August 2023 - October 2023)

  • Learned about many Machine Learning & Data Science technologies Developed
  • "Sentimental-Restaurant-Analysis" using Python and ML libraries .
  • Assisted in the design and implementation to test hypotheses.
  • Analyzed data using statistical methods and machine learning algorithms.
  • Presented findings to faculty and peers.
  • Developed a new method for feature selection that improved model accuracy by 10%.

Indigo Squad Member at Mood Indigo,IIT BOMBAY (February 2024 - Present)

  • Mood Indigo is the annual college cultural festival of IIT Bombay and is known as Asia’s Largest College Cultural Festival. Mood Indigo is a 51-year-old legacy that continues to grow and reach new heights. It is the dedication and devotion of the students that make Mood Indigo a trendsetter.
  • Mentored new members and helped them develop their skills.
  • Mainly work on CCP Program.

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Python 80%
Data Visualisation 70%
Data Modeling 85%
Machine Learning 75%
My Sql 70%
SQL 60%
Deep Learning 65%
Artificial Intelligence 70%
Power BI 80%
Data Analytics 85%

My Services

Data Science

Data Analytics

Machine Learning

My Work

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Contact Me

Address

Noida, Uttar Pradesh, India

Phone

+917618842689

Email Address

ankeshkr8299@gmail.com

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