Channakeshava Reddy

Channakeshava Reddy

Turning data into actionable insights, interactive analytics, and innovative machine learning products.
Bengaluru, India · channakeshavareddywork@gmail.com

15+
Completed Projects
10+
Open Source Contributions
5+
Live Demos
100K+
Records Analyzed
85%
Top Model Accuracy

Experience

Projects

Movie Recommendation System

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

Python SQL PCA TensorFlow

Object Detection

Implemented YOLO-based real-time object detector. Achieved high mAP on benchmark datasets and live video feeds.

Python YOLO OpenCV TensorFlow Flask

Human Activity Recognition

Built models using LSTM and sensor data to classify human activities such as walking, running, and sitting. Achieved high F1-score on UCI dataset.

Python LSTM TensorFlow Pandas NumPy

Netflix Movies & TV Shows Analysis

Performed EDA and visualization on Netflix titles dataset. Uncovered trends in genre, release years, ratings, and country distributions using interactive dashboards.

Python Pandas Seaborn Matplotlib Jupyter

Indian Startup Funding Analysis

Analyzed Indian startup funding data to identify funding trends, top sectors, cities, and investors. Created interactive plots and insightful dashboards.

Python Pandas Matplotlib Plotly Streamlit

Bean – AI Assistant

Developed a conversational virtual assistant (Bean) that answers questions, automates tasks, and integrates with modern APIs for productivity. Supports contextual chat, voice input/output, and custom skills.

Python Transformers FastAPI SpeechRecognition OpenAI API Streamlit

COVID-19 Global Impact Analysis

Analyzed worldwide COVID-19 data for cases, deaths, and recovery rates. Built time series visualizations and geo-maps revealing pandemic trends and country-level insights.

Python Pandas Matplotlib Plotly GeoPandas

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

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