Krupakar Pulkam

Driven Data Science Intern ready to thrive in demanding digital intelligence processing environments. Well-informed on latest machine learning advancements. Ready to combine tireless hunger for new skills with desire to exploit cutting-edge data science technology.

Sentiment Analysis using NLP:
- Conducted sentiment analysis on Twitter data using NLP.
- Classified tweets into sentiment categories.
- Employed ML models like Naive Bayes and LSTM.
- Evaluated model performance with metrics.

Titanic Survival Prediction:
- Developed predictive model for Titanic survival.
- Preprocessed data, handled missing values.
- Implemented ML algorithms (Logistic Regression, Decision Trees, Random Forest).
- Enhanced model through feature engineering.
- Evaluated model performance with metrics.

Diabetes Risk Prediction:
- Created predictive model for diabetes risk.
- Prepared and cleaned medical data.
- Used ML algorithms (Logistic Regression, Gradient Boosting).
- Enhanced model through tuning.
- Evaluated model accuracy with metrics.

Courier Delivery System:
- Designed efficient courier delivery system.
- Implemented user-friendly package tracking interface.
- Integrated GPS for real-time tracking.
- Automated route optimization.
- Implemented secure user authentication.

Travel Itinerary Generator:
- Created personalized travel itinerary system.
- Accepted user preferences (budget, duration).
- Suggested travel routes, accommodations, activities.
- Integrated real-time weather and attraction data.
- Generated detailed daily itineraries with maps.