Image of Harsheel Singh Soin

Harsheel Singh Soin

Data Scientist @ Audible, Inc.

Data Scientist at Audible, Inc.

Greater New York City Area

Ranked #364 out of 7,285 for Data Scientist in New York

Section title

Harsheel Singh Soin's Email Addresses & Phone Numbers

Harsheel Singh Soin's Work Experience

Audible, Inc.

Data Scientist

Newark, New Jersey

Audible, Inc.

Data Science Research Assistant

September 2018 to December 2018

Greater New York City Area

Audible, Inc.

Data Science Research Assistant

May 2018 to August 2018

Greater New York City Area

Harsheel Singh Soin's Education

Columbia University in the City of New York

Master of Science - MS, Data Science, 3.68/4.00

2017 to 2018

IIT Kharagpur

Bachelor of Technology (Honors) and Master of Technology, Biotechnology and Biochemical Engineering, 8.21/10.00

2012 to 2017

FIITJEE Junior College

Intermediate Public Examination (Standard XII), Andhra Pradesh, 95.40/100.00

2010 to 2012

Harsheel Singh Soin's Professional Skills Radar Chart

Based on our findings, Harsheel Singh Soin is ...

Matter-of-fact
Doer
Measured

What's on Harsheel Singh Soin's mind?

Based on our findings, Harsheel Singh Soin is ...

52% Left Brained
48% Right Brained

Harsheel Singh Soin's Estimated Salary Range

About Harsheel Singh Soin's Current Company

Audible, Inc.

Frequently Asked Questions about Harsheel Singh Soin

What company does Harsheel Singh Soin work for?

Harsheel Singh Soin works for Audible, Inc.


What is Harsheel Singh Soin's role at Audible, Inc.?

Harsheel Singh Soin is Data Scientist


What is Harsheel Singh Soin's personal email address?

Harsheel Singh Soin's personal email address is h****[email protected]


What is Harsheel Singh Soin's business email address?

Harsheel Singh Soin's business email addresses are not available


What is Harsheel Singh Soin's Phone Number?

Harsheel Singh Soin's phone (212) ***-*157


What industry does Harsheel Singh Soin work in?

Harsheel Singh Soin works in the Internet industry.


Who are Harsheel Singh Soin's colleagues?

Harsheel Singh Soin's colleagues are Anshul Gupta, Adish Agarwal, Kristen Droesch, Kaveri Joseph, Nithin Mallya, Jun Lu, Katarina Loughlin, Sanjana Rao, Nitesh Chauhan, and Jeffrey Peng


About Harsheel Singh Soin

💼 Past Experience

Harsheel Singh Soin is currently a Data Scientist at Audible, Inc. in Newark, New Jersey. Data Science Research Assistant at Audible, Inc. from September 2018 to December 2018 (4 months) in Greater New York City Area. Predicting First 6-Month Sales of Audiobooks:•Built Gradient Boosting based regressors and classifiers to predict the first 6-month sales of audiobooks and their sales categories (ratings)•Determined optimal book release period for modeling by accounting for adjustment of sales over time and effect of release year•Developed impactful features to represent book publisher and genre in addition to using topic, writing and narration-style features• Implemented class grouping strategies aligning closer with business interests to improve predictability of highly successful books• Calibrated models’ predicted probabilities and identified optimal probability thresholds leading to huge improvements in f1-scores. Data Science Research Assistant at Audible, Inc. from May 2018 to August 2018 (4 months) in Greater New York City Area. Studying Interaction between Topics and Genres; Predicting Content Quality Metrics:•Predicted content quality metrics (Listening Velocity and Completion Rate) using tuned Gradient Boosting Regressors based on writing-style and topic features, with the goal of identifying high-quality content for marketing, acquisition and recommendation purposes• Investigated predictive power and direction-specific impact of features on targets via relative importance and partial-dependence•Built models to predict audiobook genres from topic representations via multi-class and multi-label classification approaches• Interpreted model coefficients and identified top topics per genre; Derived topic-space based genre representations using tuned DNNs with several business-oriented applications, including computing similarity across genres, topics and audiobooks. Columbia Data Science Institute – Capstone Project at Goldman Sachs from September 2018 to December 2018 (4 months) in Greater New York City Area. Assessing Pharmaceutical R&D Similarity through FDA Clinical Trials:•Inferred similarities across clinical trials using representations extracted from trial metadata, via TF-iDF and Word2Vec models• Developed manual validation strategy for comparison and benchmarking of unsupervised clinical trial similarity models• Standardized computation and transformation of trial-level similarity matrices to company-level and created interactive interface for ensembling them• Productionalized pipeline that takes in raw text from the AACT database and returns composite trial-level and company-level similarity matrices (across trial submission years). Graduate Reseacher (Master's Thesis) at Indian Institute of Technology, Kharagpur from August 2016 to May 2017 (10 months) in Kharagpur Area, India. Developing Robotic Exoskeleton for Stroke/Amputee Patient Rehabilitation using Electroencephalography:•Implemented object recognition with distance and dimension estimation from live camera feed using Python’s OpenCV• Acquired EEG data for motor imagery and actual limb movement, pre-processed for artifact removal and extracted features for EEG classification including Hjorth, power-periodogram and auto-regressive parameters using MATLAB and EEGLab• Performed classification to label


🎓 Education

Harsheel Singh Soin's educational background and work readiness are very good. He has a Master of Science in Data Science from Columbia University in the City of New York from 2017 to 2018, and a Bachelor of Technology ( Honors) and Master of Technology, Biotechnology and Biochemical Engineering from IIT Kharagpur from 2012 to 2017. Harsheel Singh Soin has also passed Intermediate Public Examination ( Standard XII), Andhra Pradesh, 95.40/100.00 at FIITJEE Junior College from 2010 to 2012, and All India Secondary School Examination ( Standard X), 10.0/10.0 at DAV Public School, Hyderabad from 2006 to 2010.Harsheel Singh Soin is currently working as a software engineer at Jet Airways. He is very excited and committed to his work at Jet Airways. He believes that his strong data science background and previous education at IIT Kharagpur will help him in his current role at Jet Airways.


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In a nutshell

Harsheel Singh Soin's Personality Type

Introversion (I), Sensing (S), Thinking (T), Perceiving (P)

Average Tenure

0 year(s), 5 month(s)

Harsheel Singh Soin's Willingness to Change Jobs

Unlikely

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