Prathamesh Fuldeore Email & Phone Number

India

Contributing to the training of one of the most popular large language models, enhancing its capabilities and performance.

Mumbai, Maharashtra, India

- Deployed an advanced product recommendation model that harnessed product attributes and image similarity through the integration of miniLM sentence transformer and siamese CNN. This implementation yielded remarkable results, achieving a noteworthy 56% surge in click-through rates. Consequently, this translated to a substantial 20 crores rise in revenue by successfully converting customers. - Developed a personalized size recommendation model based on historical customer-level purchase data using XGBoost thereby reducing the Customer initiated returns due to size issue by 12%. - Designed and executed a machine learning model to enhance personalized recommendations, leveraging factors such as price cohort, gender, and geolocation. This initiative resulted in a significant improvement, doubling the click-through rates of personalized banners and subsequently driving higher conversion rates. - Enhanced our luxury and beauty platform with advanced query classification, spellcheck and NER models, resulting in a 10% boost in user engagement and improved search precision.

Pune, Maharashtra, India

- Built an end-to-end pipeline for the disease detection model to perform prediction on 20 million+ patient records involved automating ingestion, quality checks, transformations and prediction using rules.- Assisted senior data science team in ETL, EDA, feature engineering, and XGBoost model building for business opportunity prediction and revenue forecasting project leveraging customer management data.- Performed data analysis and parallel trade sales forecasting on European drug products.- Built and deployed machine learning model explainability application using SHAP plots and utilized it in various analytical use cases.- Python flask API development of a patient analytics application, to facilitate the study of patient engagement, diagnosis, retention, and disease management pathways

Pune, Maharashtra, India

Bachelor Of Technology - Btech, Electronics And Telecommunication

Hsc