Experience | sjadon

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I am working as a Machine Learning Engineer(R&D) at Quantiphi Inc. I graduated from the University of Massachusetts, Amherst with Computer Science Major. I have 2.5 years of Industrial Experience, in the field of Machine Learning.

Apart from what is listed below, I have worked in the Academic Sector too:

1. Research Project Under Professor Erik Learned-Miller on "Sample Bounds", Theoretical Machine Learning Problem. [Jan'18-July'18]

2. Instructor for "Introduction to Security: An Introductory course of Cryptography." at UMass Amherst.[Jan'18- May'18]

3. Course Grader for Visual Analytics Course at UMass Amherst. [Aug'17- Dec'17]

4. Research Project Under Professor Andrew McCallum in Natural Language Processing. [Jan'17-June'17]

Work experience

Quantiphi: Machine Learning Engineer(R&D) Marlborough, MA

July 2018 - Now

To learn and experiment with the latest research methods of Deep Learning, and help the team to

choose the best model. Currently, I am working on Medical Image Segmentation Problem using SegCaps

Architecture.

Skills: Python, Machine Learning, Deep Learning, Reinforcement Learning, Tensorflow,

Autodesk: Machine Learning Intern Boston, MA

June 2017 - September 2017

Designing an application using Supervised Learning and Probabilistic Graphical Models for Classification of Rooms, and to provide recommendations for next room designing. Later, develop a application to classify the building type using different Machine Learning Algorithms.

Skills: Python, C#, Machine Learning, Deep Learning, Keras, Pytorch, Scikit-Learn

Lexalytics Inc: Machine Learning Research Mentee Amherst, MA

January 2017 - May 2017

To Generate Algorithm for Automatic Theme Generation and Classification, of given text files using Natural Language Processing and Unsupervised Learning Methods.

Skills: Python, Machine Learning, Natural Language Processing, NLTK , Pytorch, Scikit-Learn

JMDL Fin. Consultancy : Co-Founder and Data Scientist Agra, India

June 2014 - June 2016

Co-Founded a business to help people by accelerating process of loan for Special Needs, such as Hospital Emergency, Business Investment, and Education loan. But, it was hard to find genuine people, so we also needed to design a system for the detection of frauds using Machine Learning.

Skills: Python, Machine Learning, Natural Language Processing, NLTK , Scikit-Learn, Leadership, Finance

SAP Labs: Software Engineer Bangalore,India

March 2015 - June 2016

To Comprehend Cloud Architecture(S/4HANA) of Applications and Automating it for Testing Purpose. Managing Team of 4 people for Cloud Platform testing with Job Allocations.

Skills: Cloud, Java, Automation, Management

Indian Institute of Science Education and Research : Intern Bhopal,India

June 2013 - August 2013

During this internship, I learnt and implemented few Mathematical Modelling techniques for Analyzing higher dimension objects, and their Visualization.

Skills: Research, Statistics, JavaScript

Python

Java

MATLAB

JavaScript

C#

HTML/CSS

Skills

Pytorch

Keras

Tensorflow

Hadoop

SQL

D3

Education

University of Massachusetts, Amherst 2016 - 2018

Computer Science, 3.77 GPA

Courses Taken: Machine Learning, Algorithms for Data Science, Natural Language Processing, Data Visualization, Database, Computer Vision, Neural Networks.

Jaypee Institute of Information Technology 2010-2014

Information Technology, 7.5/10

Courses Taken: Data Mining, Data Structure, and Algorithms, Probability and Statistics, Database, Computer Networks, Cryptography, Signals and Systems, Applied Numerical Methods, Applied Linear Algebra, Computer Graphics.