Sameer Rizvi

Worked as a Machine Learning Intern at Cognifyz Technologies, where I developed and implemented ML models on real-world datasets related to restaurant analysis. Predict Restaurant Ratings: Built regression models to predict restaurant ratings based on features using algorithms like Linear Regression and Decision Tree. Restaurant Recommendation System: Designed a content-based filtering recommendation engine based on user preferences. Cuisine Classification: Implemented classification algorithms (e.g., Logistic Regression, Random Forest) to classify restaurants by cuisine type. Performed data preprocessing, feature encoding, model evaluation, and data visualization. Focus Areas: Data preprocessing, feature engineering, regression, classification, and model evaluation. Company: Cognifyz Technologies Domain: Machine Learning | Data Science Worked as a Machine Learning Intern at Cognifyz Technologies, where I developed and implemented ML models on real-world datasets related to restaurant analysis. Key Tasks: Predict Restaurant Ratings: Built regression models to predict restaurant ratings based on features using algorithms like Linear Regression and Decision Tree. Restaurant Recommendation System: Designed a content-based filtering recommendation engine based on user preferences. Cuisine Classification: Implemented classification algorithms (e.g., Logistic Regression, Random Forest) to classify restaurants by cuisine type. Performed data preprocessing, feature encoding, model evaluation, and data visualization. Focus Areas: Data preprocessing, feature engineering, regression, classification, and model evaluation. Company: Cognifyz Technologies Domain: Machine Learning | Data Science Skills: Python (Programming Language) · Machine Learning · Data Preprocessing · Feature Engineering · Regression · Classification · Model Evaluation · Skicit Learn

Guided students about future career options and what path they should follow Helped them understand how to speak about themselves confidently Trained students in public speaking and communication in front of others Taught them how to improve themselves daily and build good habits Guided students in creating a strong self-introduction Helped them understand how to talk to experienced people with confidence Encouraged students to develop personality, confidence, and leadership qualities

Gained hands-on experience in Python programming and problem-solving. I Worked on tasks involving web scraping, data handling, and automation. Applied Python libraries and learned practical coding skills in a professional environment.