Sneh Patel Email & Phone Number

• Led the development of an ensemble learning model for unsupervised outlier detection on investment data, significantly improving data quality assessment of the dataset.• Automated financial report generation using Python and AWS, extracting data from AWS Athena, and streamlining Excel report creation, resulting in a 50-hour reduction in manual effort for the team every quarter.• Develop a web scraper to daily retrieve and extract financial rates information from PDF documents… Show more • Led the development of an ensemble learning model for unsupervised outlier detection on investment data, significantly improving data quality assessment of the dataset.• Automated financial report generation using Python and AWS, extracting data from AWS Athena, and streamlining Excel report creation, resulting in a 50-hour reduction in manual effort for the team every quarter.• Develop a web scraper to daily retrieve and extract financial rates information from PDF documents, seamlessly ingesting the data into the data lake using AWS infrastructure. Show less

Malvern, Pennsylvania, United States

• Develop machine learning algorithms using TensorFlow to provide custom inferences to multiple clients• Design and implement algorithms to diagnose diseases based on genetic data using statistical pattern recognition• Automate the genetics/bioinformatics pipeline that takes in big data from thousands of people and generate inferences on it using Python, R, and Bash

Greater Philadelphia Area

• Developed an A-Star algorithm in Python for Micromouse to efficiently navigate a maze• Innovated an algorithm for the Sumobot to fight another Sumobot in the robotics competition• Programmed the Sumobot in C++ utilizing an Arduino to make the robot move and perform tactics autonomously to track and attack the opponent

Philadelphia, Pennsylvania, United States

• Studied various implementations of FlowNet to get an understanding of Optical Flow Algorithms that predicts the motion of an object in a video• Developed baseline Optical Flow Estimation using conventional techniques in PyTorch and TensorFlow• Implemented the Machine Learning techniques to improve the efficiency of the Convolution Neural Network by reducing the size of the network

Master Of Science - Ms, Machine Learning Engineering

Bachelor'S Of Science, Computer Engineering, Senior

Activities and Societies: Pennoni Honors College Cumulative GPA: 3.96/4.00 SumoBot Robotics Committee, IEEE, 2019-Present Member, TPED.

Education record

GPA: 4.00/4.00 National Honors Society, 2018-2019 Community Service Club, 2016-2019 Pennsylvania Junior Academy of Science, 2017-2019.