Shreya Singireddy

Data Scientist

https://www.opentalent.in/shreya-singireddy

A Motivated and Inspired Professional driven to pursue academic and research excellence and consistently seeks to learn techniques as such.

ISB

Key Strengths

Demonstrated interest in various data science domains through personal projects (Reinforcement Learning, Customer Segmentation, Text Mining, Sentiment Analysis, Text Summarization).
Experience with core machine learning algorithms (SVM, PCA, Cluster Analysis, Discriminant Analysis).
Proficiency in Python and R for data science tasks, as well as Jupyter Notebook for project documentation and execution.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio shows a strong inclination towards individual exploration and learning in data science. The diversity of projects suggests an adaptable mindset, but the lack of team-based or collaborative projects makes it difficult to assess cultural fit in a team environment. The current experience at ISB as a Data Scientist is listed as current but with a future start date, which requires clarification.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, indicating no completed assessment.

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Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

ReinforcementLearning

May 19, 2024 – May 20, 2024

Four python code files experimenting with reinforcement learning

View Project

TextSummarization

January 14, 2024 – January 19, 2024

Three transformer models for performing extractive summarization technique on news data

View Project

Customer-Segmentation

December 29, 2023 – December 29, 2023

Distinguishing and finding similarities between different customer groups using Cluster Analysis and Discriminant Analysis for a hypothetical company based on a credit card dataset.

View Project

SentimentAnalysis-Bank-Reviews

December 29, 2023 – December 29, 2023

Data scraping, data pre-processing, exploratory data analysis, sentiment analysis of Bank Online Reviews

View Project

DL-datasets-

March 31, 2023 – April 1, 2023

DL-datasets- — GitHub repository

View Project

shreyasngredd

November 3, 2022 – May 19, 2024

My personal README

View Project

admission

May 28, 2021 – May 28, 2021

Gramner tutorial

View Project

TextMining

February 28, 2019 – February 28, 2019

R code for Text Mining with extractions from Twitter tweets, IMDB reviews, Amazon reviews

View Project

SVM

February 28, 2019 – February 28, 2019

R code for Support Vector Machine algorithms for two data sets

View Project

PCA

February 27, 2019 – February 27, 2019

R code for Principal Component Analysis, an unsupervised machine learning procedure for one data set

View Project

Key Strengths

Demonstrated interest in various data science domains through personal projects (Reinforcement Learning, Customer Segmentation, Text Mining, Sentiment Analysis, Text Summarization).
Experience with core machine learning algorithms (SVM, PCA, Cluster Analysis, Discriminant Analysis).
Proficiency in Python and R for data science tasks, as well as Jupyter Notebook for project documentation and execution.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, indicating no completed assessment.

Shreya Singireddy

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit