Shwetank Sonal

Shwetank Sonal

Data Scientist / Machine Learning Engineer

Virginia Tech, Blacksburg, USA

Indian Institute of Technology (IIT), Kharagpur, India

shwetank@vt.edu

About Me

I am Machine Learning Engineer / Data Scientist, ArmadaCorp Capital LLC, Maryland. ArmadaCorp Capital is a Health-sector Startup, where Artificial Intelligence helps to connect the right Physician to the Patient.

I have over 4+ years of experience in areas like Data Engineering, Predictive Modeling and Software Engineering. I have core interest in the topics of classical machine learning and Deep Learning. With strong mathematical background, I love creating and applying custom algorithms to solve interesting and challenging problems.

Core Competency

Predictive Modeling, Feature Selection, Building and Deploying Models using Random Forest and Logistic Regression
Time Series Models like ARIMA, ARMA, Dynamic Linear Model and Harmonic Regression
Spatial Models like CAR and SAR model
Graph Mining areas like Link Prediction
Topic Modeling and Natural Language Processing
Statistical Inference, Gibbs Sampling, Markov Chain Monte Carlo, Expectation Maximization, Bayesian Inference
Data Visualization

Professional Experience

Machine Learning Engineer

Recommendation Engine for Patient - Physician Matching

Semi-Automated Recommendation Engine with Feedback Learning on past cases

Predictive Modeling for inferring custom features on Physicians' Characteristics

End-to End Data Engineering using Apache Spark and other Big Data Tools

Graph for Medical Ontology

Sept '18 - Present

Machine Vision Technology

Building Feature Detection models with 3D (LIDAR) point-cloud dataset

Developing Web - app POC for automating and providing online structural analysis solutions

March '18 - Aug '18

Projects

Modeling Traffic Speed on I-64 Highway

Course: Time-Series Method

Dynamic Linear Modeling

Team : Shwetank Sonal, Mohammed Elhenawy

Exponential of Real World Network

Course: Big Data Management System

Graph Mining, Link Prediction, Logistic Regression, Random Forest, Spectral Clustering

Team : Shwetank Sonal, Himanshu Bedi, Pavan Kumar Bellam

Crime Classification

Course: Data Mining and Visual Built Environment

Data Visualization

Modeling the Wireless Network Base Station

Course: Spatial Statistics

Point Process Modes

Team : Shwetank Sonal, Chiranjib Saha

Education

Graduate Certificate in Data Analytics, Machine Learning

DAC, Dept. of Computer Science, Virginia Tech, USA

Masters in CEE, Virginia Tech, Blacksburg, USA

Spring '16 - Present

Masters in CEE, IIT Kharagpur, India

Bachelors in CEE, IIT Kharagpur, India

Fall '07 - Spring '12