Konapala Sai Keertan Patro

Data Scientist @Leverage Edu

Noida, IN

Implemented a course recommendation system using BERT embeddings and cosine similarity, achieving a 30% increase in user engagement by delivering personalized course recommendations to over students.2. Developed an email classifier system that accurately categorizes emails into 10 main and 45 subcategories, improving operational efficiency by 40% and reducing manual sorting time by 60% for university operations on GCP.3.\"Engineered a face matching system using FaceNet and a proctoring system with YOLOVS8, enhancing student interview security by 50% and reducing identity verification time by 70% after deployment on GCP.4. Created a text-to-SQL generator for BigQuery, which reduced query generation time by 80% and increased query accuracy by 25% by leveraging schema metadata and Langchain.5. Developed a custom email classifier model using PyTorch, achieving a 95% classification accuracy and reducing dependency on external APIs, resulting in a 50% cost reduction and improved processing speed.