Vaishali Nagalikar

AIML LABS PVT LTD

Bengaluru, Karnataka, India

Since January 20, 2026

Skills

PythonSQLFigmaAWSModel EvaluationMobile UiUxPostmanStatisticsMachine LearningDecision MakingTechnical Leadership

Experience

AIML LABS PVT LTD

Data Scientist

April 1, 2024 – Present

BENGALURU, India

BDIPLUS LABS PVT LTD

Data Scientist

July 1, 2023 – April 1, 2024

SANTROTECH SOFTWARE TECHNOLOGIES

Data Scientist

February 1, 2022 – June 1, 2023

Key Strengths

The candidate possesses strong skills and experience in Data Science, Machine Learning, and predictive analytics, including Python, SQL, various ML algorithms (XGBoost, Random Forest, K-Means, NLP), and data preprocessing techniques.
Demonstrated ability to lead projects, optimize models, and translate data insights into business value (e.g., 94% accuracy in credit default prediction, 25% churn reduction, 12% revenue increase).
The candidate's entire professional background and skill set are exclusively focused on Data Science, which presents a significant mismatch for a QA Automation Engineer role. There is no evidence of experience or skills in software testing, test automation frameworks, CI/CD for testing, or quality assurance methodologies.

Cultural & Operational Fit

Cultural Fit Analysis

The psychometric test score of 0 out of 500 strongly suggests a complete lack of cultural fit, as it indicates significant issues with work attitude, stress handling, and team collaboration.

Soft Skills & Operational Fit

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Key Strengths

The candidate possesses strong skills and experience in Data Science, Machine Learning, and predictive analytics, including Python, SQL, various ML algorithms (XGBoost, Random Forest, K-Means, NLP), and data preprocessing techniques.
Demonstrated ability to lead projects, optimize models, and translate data insights into business value (e.g., 94% accuracy in credit default prediction, 25% churn reduction, 12% revenue increase).
The candidate's entire professional background and skill set are exclusively focused on Data Science, which presents a significant mismatch for a QA Automation Engineer role. There is no evidence of experience or skills in software testing, test automation frameworks, CI/CD for testing, or quality assurance methodologies.

Cultural & Operational Fit

Cultural Fit Analysis

The psychometric test score of 0 out of 500 strongly suggests a complete lack of cultural fit, as it indicates significant issues with work attitude, stress handling, and team collaboration.

Soft Skills & Operational Fit