My Projects

Welcome to my portfolio showcase! This is where I showcase my projects and share my journey. Feel free to explore and get to know me through my work.

Movie Recommedation System

Developed an ML-based approach to filter and predict users' film preferences based on their past choices and behavior.
Designed and implemented an advanced filtration mechanism to predict possible movie choices and user preferences.
Analyzed user data to identify patterns and trends in movie-watching behavior.
Utilized collaborative filtering and content-based filtering techniques to improve recommendation accuracy.
Evaluated and fine-tuned the recommendation model to ensure high relevance and user satisfaction.
Collaborated with stakeholders to understand user requirements and refine the recommendation system accordingly.

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Developed an ML-based approach to predict the likelihood of a person developing diabetes using various risk factors such as age, gender, family history, BMI, and diet.
Implemented and fine-tuned machine learning algorithms to analyze and interpret data related to diabetes risk factors.
Preprocessed and cleaned data to ensure accuracy and reliability of the prediction model.
Conducted feature engineering to enhance model performance and predictive accuracy.
Evaluated and validated the model using relevant metrics to ensure robustness and reliability of predictions.

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Developed a system to accurately take orders at tableside or handle special requests, ensuring precise and detailed bill generation.
Designed and implemented a digital menu dining system for easy access and ordering.
Managed and integrated various payment methods to facilitate seamless transactions.

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