Aditi Singh
Data ScientistIIT Delhi 2021 Undergraduate
IIT Delhi
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
IIT Delhi 2021 Undergraduate
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
IIT Delhi
Data Scientist
June 18, 2026 – Present
CustomerPersonalitySegmentation
February 19, 2026 – Present
Created effective retention strategies for high-value customers. Optimized resource allocation, such as inventory management, pricing strategies, and store layouts. Analyzed the customer data, apply machine learning techniques to segment the customer base and provide actionable insights into the characteristics of each segment.
View ProjectClassification_DiabeticRetinopathy
June 1, 2021 – June 1, 2021
Classifying the disease using deep learning models
View ProjectMachineLearning_IITD
June 1, 2021 – June 1, 2021
Assignments done under machine learning course undertaken at IIT Delhi
View ProjectKNN_Classifier_using_VP_Trees
September 8, 2020 – September 11, 2020
Built a simple nearest neighbour classifier by using Vantage Point Trees
View ProjectSentiment_Analysis_BERT
August 3, 2020 – August 3, 2020
Twitter Sentiment Analysis by fine tuning BERT Model
View ProjectKaggle_NLP_Disaster_Tweets
July 26, 2020 – July 26, 2020
Predict which Tweets are about real disasters and which ones are not
View ProjectKaggle_Predict_Titanic_Survivor
July 24, 2020 – July 27, 2020
Kaggle Competition on Predicting survival on the Titanic
View ProjectSURA-Project
May 12, 2020 – May 12, 2020
Modelling & In-Vitro Experimentation of Drug Delivery System (Simulation Part)
View ProjectData_Structures_Algorithms_COL106
January 27, 2020 – September 11, 2020
Assignments done in Data Structures and Algorithms Course, IIT Delhi undertaken along with additional codes
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong focus on academic and personal data science projects, indicating a self-driven learning approach. However, the lack of professional experience or team-based projects makes it difficult to assess cultural fit in a corporate environment. The projects align well with a Data Scientist role, but the 'experienceLevel' is 0, suggesting a very junior profile for a 'senior' evaluation.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's profile primarily lists technical projects and lacks details on collaborative experiences or specific work attitudes.