Python
Kareem Kamal Mohamed Fathy El-Sharqawy
Entry Level Medical Data Scientist
New Cairo
Summary
Sophisticated Data Scientist with background in independent research using intuitive, web-based architecture. Skilled in problem solving with documented history of discovering methods to intelligently use data to enhance user experience. Effectively researches techniques for novel approaches to problems, develops prototypes to assess viability of approach and deploys application into production yielding insights to expand customer-consciousness.
Overview
9
9
years of professional experience
10
10
years of post-secondary education
22
22
Certifications
3
3
Languages
Work History
Data Scientist Intern
WorldQuant University
07.2023 - 09.2023
- Learners use a dataset of 21,000 properties to determine if real estate pricesare influenced more by property size or location They import and clean data from a CSV file, build data visualizations, and examine the relationship between two variables using correlation
- APARTMENT SALES IN BUENOS AIRES: Learners build a linear regression model to predict apartment prices in Argentina They create a data pipeline to impute missing values and encode categorical features, and they improve model performance by reducing overfitting
- AIR QUALITY IN NAIROBI: Learners build an ARMA time-series model to predict particulate matter levels in Kenya. They extract data from a MongoDB database using pymongo, and improve model performance through hyperparameter tuning
- EARTHQUAKE DAMAGE IN NEPAL: Learners build logistic regression and decision tree models to predict earthquake damage to buildings. They extract data from a SQLite database, and reveal the biases in data that can lead to discrimination
- BANKRUPTCY IN POLAND: Learners build random forest and gradient boosting models to predict whether a company will go bankrupt. They navigate the Linux command line, address imbalanced data through resampling, and consider the impact of performance metrics precision and recall
- CUSTOMER SEGMENTATION IN THE US: Learners build a k-means model to cluster US consumers into groups. They use principal component analysis (PCA) for data visualization, and they create an interactive dashboard with Plotly Dash
- A/B TESTING AT WORLDQUANT UNIVERSITY: Learners conduct a chi-square test to determine if sending an email can increase program enrollment at WQU. They build custom Python classes to implement an ETL process, and they create an interactive data application following a three-tiered design pattern
- VOLATILITY FORECASTING IN INDIA: Learners create a GARCH time series model to predict asset volatility. They acquire stock data through an API, clean and store it in a SQLite database, and build their own API to serve model predictions.
Machine Learning Intern
Massachusetts Institute Of Technology
Massachusetts Avenue, Cambridge, MA
02.2023 - 06.2023
- Sentiment Analysis
- Prototyped machine learning applications and quickly determined application viability.
- Digit Recognition (MNIST)
- Created customized applications to make critical predictions, automate reasoning and decisions and calculate optimization algorithms.
- Collaborative Filtering via Gaussian Mixtures (Netflix Recommendation)
- Text-Based Game using Deep Q-Network (Unsupervised Machine Learning)
Occuptional Health
Belayium Petroleum Co.
Port Said
08.2014 - Current
- Analyze employees health data and Identify the health risk for individuals
- Identified accident causes and optimal prevention strategies by conducting thorough investigations and analyses.
- Monitored workplace activities to determine compliance with safety regulations and standards.
- Developed and implemented safety policies and procedures to promote workplace safety.
- Investigated incidents, determining root causes and implementing corrective actions.
Education
Micro Master - Statistics And Data Science
Massachusetts Institute of Technology
Massachusetts Avenue, Cambridge 02.2023 - 06.2025
IBM Data Science Professional Certificate - Data Science
IBM
01.2023 - 07.2023
Internal Medicine And Surgery Internship -
Ain Shams Hospitals
Cairo 03.2013 - 03.2014
Bachelor of Internal Medicine And Surgery - Medicine
Ain Shams University
Cairo 09.2006 - 12.2012
Skills
Data Analysis (Advanced)undefined
Certification
European Truma Course
Software
Timeline
TensorFlow Developer By Google
08-2023
Data Scientist Intern
WorldQuant University
07.2023 - 09.2023
Introduction to Programming Using PythonIntroduction to Programming Using Python by Harvard University
07-2023
IBM Data Science Professional Certificate by IBM
07-2023
Machine Learning with Python-From Linear Models to Deep Learning by Massachusetts Institute of Technology
05-2023
Micro Master - Statistics And Data Science
Massachusetts Institute of Technology
02.2023 - 06.2025
Machine Learning Intern
Massachusetts Institute Of Technology
02.2023 - 06.2023
IBM Data Science Professional Certificate - Data Science
IBM
01.2023 - 07.2023
DeepLeaTensorFlow Developer DeepLearning.AI
01-2023
ICS100
07-2022
ICS200
07-2022
ICS300
07-2022
Data Analysis NonDegree (Udacity)
07-2022
Python Data Structures (Uni. Of Michigan)
04-2022
Presentions and Communication Skills
02-2020
BOSIET
02-2020
Basic Life Support
04-2019
Hazard Analysis And Critical Control Points (HACCP) Advanced
12-2018
Hazard Analysis And Critical Control Points (HACCP)
09-2018
Burn Treatment
05-2018
Sports Injuries
05-2017
International First Aid , CPR m AED
04-2017
Advanced Cardio Life Support (ACLS)
04-2017
Ethics and Behaviour in Risk Management
02-2017
Hopsital Major Incident Medical Management And Support (HMIMMS)
02-2016
European Truma Course
04-2015
Occuptional Health
Belayium Petroleum Co.
08.2014 - Current
Internal Medicine And Surgery Internship -
Ain Shams Hospitals
03.2013 - 03.2014
Bachelor of Internal Medicine And Surgery - Medicine
Ain Shams University
09.2006 - 12.2012
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