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Fullstack Developer & Infra Engineer
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Assessing your cultural and operational fit
Zayah Technologies Limited
Data Scientist
June 21, 2026 – Present
healthcare-ml-project
April 17, 2026 – Present
A healthcare Preddiction project with a Retrainin pipline using Airflow.
View Projectapache_spark_assignments
November 5, 2025 – November 5, 2025
apache_spark_assignments — repository
View Projectgas_price_airflow_pipeline
November 5, 2025 – November 5, 2025
gas_price_airflow_pipeline — repository
View ProjectInstagram_Account_checker
December 21, 2020 – January 7, 2021
Instagram_Account_checker — repository
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards data science, machine learning, and data engineering, which aligns well with a Data Scientist role. However, the projects are all personal, and there is only one listed professional experience with a start date in the future (2026), which raises questions about the actual professional experience. The diversity of technologies used (Python, JavaScript, HTML, CSS, Shell, Dockerfile, Jupyter Notebook, Makefile) indicates a broad technical curiosity, but also suggests a potential lack of deep specialization in core data science tools. The absence of detailed project descriptions makes it difficult to assess the depth of engagement or problem-solving approaches, which are crucial for cultural fit in a senior role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's experience level is listed as 0, which contradicts the current Data Scientist role. Project descriptions are minimal, limiting insight into communication style or collaboration.