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Assessing your cultural and operational fit
Delhi School of Economics
Data Scientist
June 16, 2026 – Present
Text-Analysis-of-SEC-K-10-filings-using-NLTK-to-extract-sentiments
April 29, 2020 – July 16, 2020
Text-Analysis-of-SEC-K-10-filings-using-NLTK-to-extract-sentiments — GitHub repository
View ProjectTitanic_Randomforest_XGBoost
April 14, 2020 – April 14, 2020
Solution to the kaggle-titanic Dataset with 90% accuracy
View ProjectTensorflow-Bases-Number-Recognizer
April 14, 2020 – July 16, 2020
To read handwritten numerical Data
View Projectscraper_AQI
April 9, 2020 – April 9, 2020
Two different kind of scrapers. One scrapes the website with a dynamic url and returns HTML file . Another one uses beautiful soup to return csv file
View ProjectTitanic_pred_XGboost-
April 9, 2020 – April 9, 2020
To predict survivability of passengers aboard Titanoc. Another attempt to attain more accuracy by boosting with XGboost
View Projecttitanic.survival.predictor2
November 24, 2019 – November 24, 2019
My solution to the Kaggle Titanic Dataset, utilised random forest and achieved 79% accuracy in the first attempt.
View Projecttitanic.survival.predictor
November 24, 2019 – November 24, 2019
My solution to the titanic dataset of kaggle..achieved 70% accuracy without cross validation.
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and focused on common Kaggle datasets (Titanic) and basic web scraping. While demonstrating initiative, there is limited diversity in project types or collaboration, which makes it difficult to assess cultural fit for a senior role. The target role is 'Data Scientist', but the experience level is 0, and the listed professional experience is in the future, indicating a significant mismatch for a senior position.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's experience level is listed as 0, and the only listed experience is a current role starting in the future (2026), which suggests a lack of professional experience.