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Aspiring Data Scientist with a Master’s in Data Science, skilled in Python, machine learning, NLP, and LLMs.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
NLP
April 10, 2026 – Present
Structured NLP repository progressing from fundamentals to production-ready projects, covering text preprocessing, classical ML, deep learning, and transformer-based models.
View ProjectML-System-Design
April 2, 2026 – Present
Production-grade ML system design implementations including data pipelines, feature engineering, model training, API deployment, and MLOps workflows (CI/CD, monitoring, versioning).
View ProjectCustomer_Churn_Prediction
September 24, 2025 – September 24, 2025
End-to-end machine learning pipeline for predicting customer churn with explainability and deployment support.
View Projectrida-manzoor.github.io
September 8, 2024 – September 25, 2024
rida-manzoor.github.io — GitHub repository
View ProjectBristish-Airways-
February 3, 2024 – February 3, 2024
Bristish-Airways- — GitHub repository
View ProjectCultural Fit Analysis
The candidate's project portfolio indicates a strong personal drive and interest in exploring various facets of data science and machine learning. The diversity of projects (NLP, GenAI, ML System Design, Churn Prediction) suggests a proactive learning approach. However, without professional experience or team-based project descriptions, assessing collaboration and broader cultural fit is limited.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.