JUNIOR DATA SCIENTIST MACHINE LEARNING ANALYST
Bihar, India Open to GCC Relocation (Saudi Arabia, UAE, Qatar, Oman, Bahrain)
+91 8083643432 +966 501701941
[email protected] LinkedIn - https://www.linkedin.com/in ...
PROFESSIONAL SUMMARY
Junior Data Scientist / Machine Learning Analyst with 6+ years of domain experience in healthcare laboratories, dialysis water
systems, environmental monitoring, and facility operations. Strong applied experience in Python, SQL, Machine Learning, time series
forecasting, anomaly detection, and data automation using real-world operational datasets. Proven ability to translate laboratory,
compliance, and operational data into predictive models, dashboards, and automated reports supporting patient safety, audit readiness,
and data-driven decision-making in GCC healthcare environments. Currently pursuing a Master of Data Science (Global).
CORE SKILLS
• Data Science & Machine Learning: Python, Machine Learning, Predictive Modeling, Supervised & Unsupervised Learning,
Classification, Regression, Clustering, Feature Engineering, Model Evaluation, Time Series Analysis, Anomaly Detection
• ML Frameworks & Tools: Scikit-learn, TensorFlow, Keras, CNN (Computer Vision), Streamlit (Model Deployment)
• Data, Analytics & Engineering: SQL (MySQL, PostgreSQL), EDA, Data Cleaning & Validation, ETL Pipelines, Workflow
Automation, Power BI, Advanced Excel, Git/GitHub
PROJECTS
• Time Series Forecasting of Sales & Demand Trends
ARIMA Exponential Smoothing – Built forecasting models to analyze trends, seasonality, and future demand for planning
and decision support.
• Customer Segmentation & Buying Pattern Analysis (RFM Model)
EDA RFM Analysis Clustering – Performed customer segmentation to identify high-value groups and purchasing behavior
patterns for business insights.
• House Price Prediction Using Regression Models
Regression Random Forest XGBoost – Developed and evaluated regression models with feature engineering and RMSE-
based validation.
• AI-Driven Laboratory Reporting Automation
Python SQL Excel/PDF Automation – Automated data cleaning, validation, and reporting workflows to improve accuracy
and operational efficiency.
ALL PROJECTS & CODE
• Data Science Portfolio: https://www.datascienceport ...
• Great Learning Projects Portfolio: https://eportfolio.mygreatl ...
• GitHub: https://github.com/ashfaque ...
PROFESSIONAL EXPERIENCE (DOMAIN EXPERIENCE)
King Salman Kidney Hospital – Riyadh, Saudi Arabia Sep 2022 – Present
Chemist Laboratory & Water Quality Division
Second Health Cluster – Ahmed Soliman Al Fahhad & Sons Co.
• Conduct chemical and microbiological testing of dialysis water systems ensuring MOH, WHO, and SASO compliance
• Maintain QA/QC records, SOPs, LIMS traceability, and audit-ready regulatory documentation
• Prepare structured datasets and Power BI dashboards for compliance KPIs, trend analysis, and risk detection
• Support data-driven decision-making for patient safety and regulatory reporting
Al Qassim University – Saudi Arabia Nov 2019 – Sep 2022
HVAC Supervisor
Managed HVAC operational and maintenance datasets (AHU, FCU, chilled water systems)
• Analyzed performance data to support energy optimization and uptime improvement
• Maintained asset logs, maintenance reports, and operational KPIs
Local Contractor – Jamshedpur, India 2017 – 2019
Draftsman (Interior & Exterior)
• Developed AutoCAD 2D/3D drawings and technical layouts
• Converted design concepts into site-ready construction documents
• Ensured accuracy of measurements, specifications, and revisions
EDUCATION
Master of Data Science (Global) – Deakin University, Australia. 2023 – 2025
PG Program in Data Science & Business Analytics 2022 – 2023
UT Austin (McCombs School of Business) & Great Lakes Institute of Management
Bachelor of Science (Chemistry) – Magadh University, India. 2015 – 2019
CERTIFICATIONS
• Machine Learning Power BI SQL AutoCAD Certification
• Civil Draftsman Certification Mechanical Draftsman Certification
LANGUAGES
English – Fluent Hindi – Native Urdu – Native Arabic – Basic