Summary
Overview
Work History
Education
Skills
Certification
LANGUAGES
HOBBIES
DECLARATION
Timeline
Generic

K VINAY KUNTAMUKKALA

Summary

To join an organization to enhance my skills and knowledge and work for the firm's betterment by using my abilities and expertise to contribute to the success of projects and solve real-world problems with the application of my data science and engineering skills.

Motivated student with excellent communication and interpersonal skills looking to gain valuable experience in a professional setting. With 5 months of experience in sentiment analysis, I developed a movie review classifier using Naive Bayes and Logistic Regression algorithms, resulting in a 90% accuracy rate. This project was completed in 6 weeks and utilized tools such as Pandas, NLTK, and Scikit-learn, showcasing my expertise in NLP and machine learning. Certified in Full Stack Data Science and AI.

Overview

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1
Certification

Work History

Default Risk Analysis

  • This project aims to identify the patterns which indicate if a client has difficulty paying their installments which may be used for taking actions such as denying the loan, reducing the amount of the loan, or predicting if a client will default or not.

Customer Churn Prediction

  • This project aims to treat unsatisfied customers' problems and make the telecom company's revenue flow.

Fraud Detection

  • This project aims to implement machine learning algorithms to detect fraud in Bank statements concerning time and amount of transactions.

Sentiment Analysis

  • This project aims to determine whether movie reviews are positive or negative so that the company can use this sentiment analysis in a variety of settings, particularly for marketing purposes.

Education

B.Tech - Civil Engineering

DVR & DR. HS MIC College of Technology
06-2022

Diploma - Civil Engineering

DVR & DR. HS MIC College of Technology
05-2019

SSC - State Board- Andhra Pradesh

OXFORD High School
04-2016

Skills

  • Programming Languages: Proficiency in languages commonly used in data science such as Python, R, SQL, and sometimes Java or Scala
  • Data Analysis and Manipulation: Experience with libraries and tools like Pandas, NumPy, dplyr, and datatable for data manipulation and analysis
  • Machine Learning: Knowledge of machine learning algorithms (eg, regression, classification, clustering), and frameworks such as scikit-learn, TensorFlow, or PyTorch
  • Data Visualization: Ability to create meaningful visualizations using tools like Matplotlib, Seaborn, ggplot, or Tableau to communicate insights effectively
  • Big Data Tools: Familiarity with tools like Hadoop, Spark, or Hive for handling large datasets and distributed computing
  • Statistical Analysis: Strong understanding of statistical methods and their applications in data science projects
  • Version Control: Proficiency in using Git or other version control systems for managing code and collaborative projects

Certification

  • Certified Full-Stack Data Scientist from NareshIT
  • Auto Cad trainee in Cad Experts, Vijayawada

LANGUAGES

  • English, Fluent in reading, writing and speaking
  • Telugu, Fluent in reading, writing and speaking
  • Hindi, Fluent in reading, writing and speaking

HOBBIES

  • Interest in exploring new technology
  • Reading books
  • Playing video games

DECLARATION

I hereby declare that all the above statements are true and correct to the best of my knowledge and belief

Timeline

Default Risk Analysis

Customer Churn Prediction

Fraud Detection

Sentiment Analysis

B.Tech - Civil Engineering

DVR & DR. HS MIC College of Technology

Diploma - Civil Engineering

DVR & DR. HS MIC College of Technology

SSC - State Board- Andhra Pradesh

OXFORD High School
K VINAY KUNTAMUKKALA