Arijit Ghosh Chowdhury

Data Scientist

https://talent.gravityer.com/arijit-ghosh-chowdhury

NLP Research@MIDAS-IIITD | ML@UnitedHealth Group

UnitedHealth Group

Key Strengths

Demonstrated experience in various machine learning applications, including NLP (ACL2019-YouToo, Text-Summarization, YouTube-Topic-Modelling) and predictive modeling (LSTM-TimeSeries, UCI-ML-BreastCancer).
Practical implementation skills in deep learning, evidenced by projects like LSTM-TimeSeries, Numpy-CNN, and Synapse (neural network from scratch).
Proficiency in Python and Jupyter Notebook, essential tools for Data Scientists.
Current employment as a Data Scientist at UnitedHealth Group indicates direct industry relevance.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects show a strong focus on data science and machine learning, aligning well with a Data Scientist role. However, the diversity of projects outside of core ML/DS is limited, and the experience level is 0, which might indicate a lack of broader industry exposure or team collaboration experience. The 'website' and 'sliver-chat' projects, while demonstrating some general programming ability, do not significantly contribute to cultural fit for a senior Data Scientist role.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.

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Assessing your cultural and operational fit

Projects

Text-Summarization

September 12, 2019 – August 20, 2024

Offline case study round for United Health Group (Optum)

View Project

ACL2019-YouToo

May 30, 2019 – June 4, 2019

Dataset for our paper "#YouToo? Detection of Personal Recollections of Sexual Harassment on Social Media" accepted to appear as a long paper at ACL-2019.

View Project

Feature-Selection

May 27, 2019 – September 16, 2019

Feature-Selection — GitHub repository

View Project

YouTube-Topic-Modelling

December 8, 2018 – December 9, 2018

Topic clustering of audio taken from youtube interviews.

View Project

Synapse

November 8, 2018 – November 18, 2018

An interactive tool for tuning the hyperparameters of a neural network. Neural Network written from scratch in Java.

View Project

LSTM-TimeSeries

July 16, 2018 – July 16, 2018

Long term Blood Pressure Prediction using LSTM Recurrent Neural Networks for a time series data.

View Project

UCI-ML-BreastCancer

May 22, 2018 – May 23, 2018

Breast Cancer Diagnosis using Ensemble Learning

View Project

Numpy-CNN

May 10, 2018 – May 10, 2018

Implementation of a Convolutional Neural Network in Numpy.

View Project

sliver-chat

April 13, 2018 – October 24, 2019

A simple chat application written in Java

View Project

website

January 23, 2018 – April 13, 2018

website — GitHub repository

View Project

Key Strengths

Demonstrated experience in various machine learning applications, including NLP (ACL2019-YouToo, Text-Summarization, YouTube-Topic-Modelling) and predictive modeling (LSTM-TimeSeries, UCI-ML-BreastCancer).
Practical implementation skills in deep learning, evidenced by projects like LSTM-TimeSeries, Numpy-CNN, and Synapse (neural network from scratch).
Proficiency in Python and Jupyter Notebook, essential tools for Data Scientists.
Current employment as a Data Scientist at UnitedHealth Group indicates direct industry relevance.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.

Arijit Ghosh Chowdhury

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit