Channakeshava Reddy

Channakeshava Reddy

Data Scientist

"Aspiring Data Scientist with hands-on experience in predictive modeling, machine learning deployment, and data-driven decision-making. Seeking to apply technical skills and business acumen to drive impactful solutions."

Experience

Data Science Intern

Unified Mentor | February 2025 - April 2025

  • Developed a machine learning model using Logistic Regression to predict employee attrition.
  • Achieved 85% model accuracy on validation data.
  • Performed data cleaning, feature engineering, and model evaluation using Python (Pandas, Scikit-learn).
  • Visualized key insights using Matplotlib and Seaborn to assist HR decision-making.
  • Documented the project workflow and results for internal stakeholders.

Projects

Bean AI

AI Assistant
Text/Image Gen
File Analysis

Bean – AI Assistant App

A futuristic full-stack AI assistant built with React, Firebase, and Google Gemini APIs. It supports text and image generation, file analysis, and user authentication, offering an interactive and intelligent user experience.

React Firebase Google Gemini API Full-Stack AI Web App
Live Demo GitHub

Churn Guard

Predict Risk
Analyze Data
Retain Customers

Customer Churn Prediction

Built predictive models to identify at-risk customers with 82% accuracy. Analyzed 50,000+ customer records to detect key churn indicators. Delivered actionable insights that could improve customer retention strategies.

Python Pandas NumPy Logistic Regression Random Forest ML Data Analysis
Live Demo GitHub

Visual QA

Image Q&A
NLP Integration
Deep Learning

Visual Question Answering (Visual QA)

Developed a Visual QA system that answers questions based on images with 85% accuracy. Processed and annotated a dataset of 50,000+ image-question pairs for training. Combined convolutional neural networks (CNN) for image feature extraction with NLP models for question understanding. Implemented multimodal fusion to generate precise answers using deep learning techniques.

Python PyTorch NLP CNN Deep Learning Multimodal AI
Live Demo GitHub

Skills

The skills, tools, and technologies I am really good at:

Programming Languages

Python R SQL C++

Machine Learning

Scikit-learn TensorFlow Keras

Deep Learning & Neural Networks

TensorFlow Keras

Natural Language Processing (NLP)

NLTK SpaCy Transformers

Data Analysis & Visualization

Pandas NumPy Matplotlib Seaborn

Web Development

Flask API Integration Docker

Version Control

Git GitHub

Tools & Platforms

Jupyter Notebook VS Code Google Colab

AI Stack

HuggingFace Ollama n8n Langchain

Education

Bachelor of Technology (B.Tech) in Artificial Intelligence and Data Science

RNS Institute of Technology, Bangalore

CGPA: 7.0 (as of 2025) | Expected Graduation: 2026

Pre-University Course (PUC)

Nagarjuna PU College, Chikkaballapur

Percentage: 79% | Year of Completion: 2022

Certifications

  • Machine Learning with Python - IBM
  • IBM ML0101EN Certificate - Cognitive Class
  • Commonwealth Data Science Job Simulation
  • Google Analytics Certification - Google Skillshop
  • Machine Learning Certification - Vidya Analytics
  • Introduction to Data Science - Skilliup
  • Introduction to Python - Vidya Analytics

Interests

  • Cricket
  • Implementing ML models
  • Online webinars
  • Business Strategy & Decision-Making

Get in Touch

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