Summary
Overview
Work History
Education
Skills
CNN-Based Automated Blood Group Classification Using Fingerprint Images
Sentiment Analysis Model
Timeline
Generic

BHANU PRASAD MADAKA

Madanapalle

Summary

Detail-oriented AI intern skilled in Python, MySQL, and R programming. Experienced in optimizing machine learning models for accuracy and efficiency. Committed to leveraging analytical skills for impactful contributions in artificial intelligence.

Overview

8
8
years of professional experience

Work History

CAI-Artificial intelligence

Madanapalle Institute of Technology
Madanapalle
01.2021 - Current
  • CGPA-7.2

AI INTERN

Edu tantr.
06.2024 - 08.2024
  • This project evaluates and compares various machine learning models to identify the most effective one for a specific dataset. It aims to optimize model performance by analyzing accuracy, efficiency, and adaptability across different algorithms.
  • Programming Languages - Python, MySQL, Power BI.
  • IDE/Tools - Jupyter Notebook, Google Colab, Visual Studio, MS Office 360.

M.P.C

Sri madanapalli Junior College
Madanapalle
01.2019 - 01.2021
  • 62%

SSC

Vivekananda Municipal High School
Madanapalle
01.2018 - 01.2019
  • 92%

Education

CAI - Artificial intelligence

Madanapalle Institute of Technology
Madanapalle, AP
09.2025

M.P.C -

Sri madanapalli Junior College
Madanapalle
01.2021

SSC -

Vivekananda Municipal High School
Madanapalle
01.2019

Skills

  • Python
  • My SQL
  • R programming
  • Power BI
  • Jupyter Notebook
  • Google Collab
  • Visual Studio
  • MS Office 360

CNN-Based Automated Blood Group Classification Using Fingerprint Images

  • Designed a CNN model using TensorFlow and Keras to classify ABO and Rh blood groups accurately from fingerprint images with high accuracy
  • Preprocessed fingerprint images with OpenCV to enhance model performance
  • Integrated the trained CNN model into a Flask web app, enabling fingerprint upload and blood group prediction.

Sentiment Analysis Model

  • Designed and implemented a machine learning classification model to predict sentiment (positive or negative) from COVID-19-related tweets, utilizing Python and NLP techniques.
  • Enhanced model accuracy through iterative testing and tuning, effectively capturing public sentiment trends during the pandemic.
  • Evaluated and optimized machine learning models on key performance metrics, identifying the most effective algorithms for specific datasets using Python and scikit-learn
  • Led model refinement through rigorous testing and tuning, enhancing accuracy and adaptability, and presented findings to senior stakeholders

Timeline

AI INTERN

Edu tantr.
06.2024 - 08.2024

CAI-Artificial intelligence

Madanapalle Institute of Technology
01.2021 - Current

M.P.C

Sri madanapalli Junior College
01.2019 - 01.2021

SSC

Vivekananda Municipal High School
01.2018 - 01.2019

CAI - Artificial intelligence

Madanapalle Institute of Technology

M.P.C -

Sri madanapalli Junior College

SSC -

Vivekananda Municipal High School
BHANU PRASAD MADAKA