Aneri Patel Email & Phone Number

Austin, Texas, United States

Austin, Texas, United States

New York, United States

Dubai, United Arab Emirates

1. Segmented forex business banking customers using profile and behavioral features to calculate appropriate margins.2. Generated actionable insights by performing temporal and spatial analysis of customer satisfaction for banks products and platforms using SQL and SaS Enterprise Guide.

United Arab Emirates

1. Designed and developed a customized multitenant data science platform using AWS Lambda, SageMaker and EC2.2. Developed interactive dashboards using R Markdown and Shiny apps.3. Managed a series of machine learning and data science workshops.

1. Achieved 44.28% (state of the art - 50.11%) accuracy for Spontaneous Facial Expression Recognition (6 expressions) from videos in BAUM1-s dataset using Voice Activity Detection, Face Detection (Haar Cascade Classifiers), and fusion network comprisedof a Deep Convolutional Neural Network (DCNN), Deep Belief Network (DBN), and Support Vector Machine (SVM).2. Achieved 91.28% accuracy for facial expression recognition using point cloud data (7 expressions).

Ahmedabad, Gujarat, India

1. Compared performance of gradient boosting machine learning algorithms (LightGBM, CatBoost & Random Forests) for cropland delineation with a spatio-temporal edge detection algorithm, on temporal multispectral satellite images. 2. Concluded maximum accuracy of 96% using CatBoost.

Dubai, United Arab Emirates

1. Built first version of a sales predictive model using exponential smoothing and trend projection algorithms. 2. Implemented feature engineering, categorical data handling (one-hot-encoding), data imputing (mean and cold deck imputation), and cleaning (filtering outliers, fixing structural errors, handling erroneous entries) methods.

Ahmedabad Area, India

1. Developed backend for a software interface that allows users to generate Arduino code by placing logically related blocks next to one another on the screen using javascript libraries SpriteJS and EaselJS.2. Developed frontend for a software that allows users to create animations by dragging and dropping logical blocks using the Scratch API.

Ms Urban Data Science

Bachelor Of Technology - Btech, (Hons.) Information And Communication Technology And Minor In Computational Science

Activities and Societies: Developer Student Club, Academic Committee, Table TennisCourses - Data Structures, Database Management Systems.

Higher Secondary, Science

Activities and Societies: Table Tennis, Adventure ClubCourses - Physics, Chemistry, Mathematics, Computer Science