Channakeshava Reddy

Experience

Data Science Intern, Unified Mentor

Feb 2025 – Apr 2025
- Developed logistic regression model predicting employee attrition (85% accuracy).
- Performed data cleaning, feature engineering, evaluation using Python (Pandas, scikit-learn).
- Visualized insights for HR decision-making with Matplotlib and Seaborn.
- Documented project workflow for internal stakeholders.

Projects

Movie Recommendation System

Designed a recommendation engine that improved movie relevance by 35%. Processed 100,000+ movies & user ratings.

Python SQL PCA TensorFlow

Customer Churn Prediction

Built predictive models with 82% accuracy. Analyzed 50,000+ customer records for churn indicators.

Python Pandas NumPy Logistic Regression Random Forest

Image Caption Generator

End-to-end image captioning system generating descriptive captions. Combined pretrained CNN with LSTM language model.

TensorFlow Keras CNN LSTM Flask Transformers

Fraud Detection

Built ensemble ML models to detect fraudulent transactions with ROC-AUC >0.95. Handled class imbalance with SMOTE.

Python scikit-learn XGBoost Pandas SMOTE

Medical Image Classification

Trained CNNs for X-ray classification achieving >90% accuracy. Applied Grad-CAM for model interpretability.

TensorFlow Keras CNN OpenCV Python

Stock Price Prediction

Developed ARIMA and LSTM models to forecast stock prices. Built interactive dashboards; achieved <5% MAE.

Python Pandas LSTM ARIMA TensorFlow

Skills

The skills, tools, and technologies I excel at:

Programming Languages

Python R SQL C++ Java JavaScript

Machine Learning & Deep Learning

Scikit-learn TensorFlow Keras PyTorch XGBoost LightGBM

Natural Language Processing

NLTK SpaCy Transformers HuggingFace OpenAI API

Data Analysis & Visualization

Pandas NumPy Matplotlib Seaborn Plotly Tableau Power BI

Web Development & Deployment

Flask FastAPI Streamlit Docker Kubernetes

Tools & Platforms

Jupyter Notebook VS Code Google Colab Git GitHub Airflow n8n Langchain Ollama AWS Azure GCP

Education

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

RNS Institute of Technology, Bangalore

Expected Graduation: 2026 | GPA: 7.0/10.0

Pre-University Science

Nagarjuna Collage Of Engineering, chikkabaapura

Graduation: 2022 | percentage: 79%

Certifications

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

Contact Me

Feel free to get in touch! I am available for data science roles and collaborations.

Email: channakeshavareddywork@gmail.com

Phone: +91 77950 17590

LinkedIn GitHub