Summary
Overview
Work History
Education
Skills
Timeline
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Konapala Sai Keertan Patro

Bhubaneswar

Summary

Experienced with complex data analysis and advanced statistical techniques to uncover actionable insights. Utilizes machine learning models to solve real-world problems and enhance business outcomes. Knowledge of Python, R, and data visualization tools to communicate findings effectively.

Overview

4
4
years of professional experience

Work History

Data Scientist

Leverage Edu
11.2023 - Current
  • Implemented a course recommendation system using BERT embeddings and cosine similarity, achieving a 30% increase in user engagement by delivering personalized course recommendations to more than 10,000 students.
  • Developed an email classifier system that accurately categorizes emails into 10 main categories and 45 subcategories, improving operational efficiency by 40% and reducing manual sorting time by 60% for university operations in GCP.
  • Engineered a face matching system using FaceNet and a proctoring system with YOLOV8, enhancing student interview security by 50% and reducing identity verification time by 70% after deployment on GCP.
  • Created a text-to-SQL generator for BigQuery, which reduced the query generation time by 80% and increased the query accuracy by 25% using schema metadata and Langchain.
  • 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.

Research Scholar

UGC-DAE Consortium for Scientific Research
07.2021 - 08.2023
  • Collaborated on a CNN model for spectral de-convolution, enabling successful quantitative XPS data analysis for chemical composition determination, achieved 91% accuracy.
  • Applied data pre-processing to X-ray photoelectron spectroscopy (XPS) data, such as background subtraction, noise reduction, and baseline correction for improved analysis.

Education

Msc - Physics

Indian Institute Of Technology, Madras
01.2021

Skills

  • Languages: Python, Appscript, Html, CSS
  • Frameworks: Pytorch, Langchain, Pandas, Numpy
  • Tools & Platforms: Mysql, BigQuery, PostgreSql, Google Sheets, Excel, Google Colab
  • Devops: GCP, Docker

Timeline

Data Scientist

Leverage Edu
11.2023 - Current

Research Scholar

UGC-DAE Consortium for Scientific Research
07.2021 - 08.2023

Msc - Physics

Indian Institute Of Technology, Madras

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Konapala Sai Keertan Patro