Ahmed Hesham
About
Detail
Data scientist || Machine learning
Cairo, Cairo Governorate, Egypt
Contact Ahmed regarding:
work
Full-time jobs
Starting at
USD50k/year
Résumé
Jobs
verified_user
0% verified
Machine Learning EngineerUneeq InternsJul 2024 - Current (2 years 2 months)- Code InstructoriSchoolFeb 2024 - May 2024 (4 months)to teach coding and developed small games and my rate was perfect And doing my job to the max and
- Data ScientistUpworkDec 2021 - Current (4 years 9 months)Forest Classifier, Learning Pipelines • Data Collection: Compiled a dataset of first aid procedures and medical guidelines from reputable sources. Used this data to train the chatbot. • Chatbot Framework: Utilized a framework like Rasa or Dialogflow to build the conversational agent. Integrated NLP capabilities to understand user queries and provide relevant responses. • Containerization and Deployment: Containerized the chatbot using Docker to ensure portability and consistency across development and production environments. Deployed the application on AWS using EC2 instances and stored chatbot logs and data on AWS S3 for scalability and accessibility. • Intent Recognition: Implemented intent recognition and entity extraction to identi
- OCareertraining and membership Python DeveloperOIT Solutions,Apr 2021 - Dec 2021 (9 months)• Worked as a Python Developer using Odoo system. • Developed few ERP applications .
- OPython DeveloperOIT SOLUTIONS LTDMar 2021 - Sep 2021 (7 months)
- Data ScientistUpworkOct 2020 - Current (5 years 11 months)
Education
verified_user
0% verified
- MBachelor of Computer ScienceModern Academy for Computer ScienceSep 2020 - May 2024 (3 years 9 months)
- Bachelor's degree, Computer ScienceModern Academy MaadiJan 2020 - Dec 2024 (5 years)
Projects (professional or personal)
verified_user
0% verified
- CChurn of customer based on servicesJun 2024cleaning data using pandas and splitting our data to features and target and made sure to have a good scale of the data using standerscaler and for our model used RandomForestClassifier to make the prediction and evaluated the model by applying accuracy metric to the model
- HHealthcare Diagnosis SystemJun 2024 - Current (2 years 3 months)• Achieved accurate prediction of medical conditions using a machine learning model trained on healthcare data. • Developed a scalable, efficient pipeline for preprocessing and classification tasks. • Visualized patient data trends and diagnosis distributions to enhance interpretability. • Secured data storage and facilitated scalable processing by integrating AWS S3 and AWS EC2. Approach:
- TText AnalyzerMay 2024 - Jun 2024 (2 months)text analyzer so when the user enters a word or sentence it will show him the percentage of the whole sentence so it can know whether it's a bad or good
- ffirst_aid chatbotJan 2024 - Jun 2024 (6 months)chatbot to provide the first aid steps when the user enter the situation using keras to train the model and tensorflow and pandas to manipulate the data
- pprices_house_predictionMay 2022prediction of the prices in US using machine learning tools (sklearn) and using pandas to clean the data and using matplotlib and seaborn to visualize the data.
- FFirst Aid Chatbot Using Natural Language ProcessingDec 2021 - Current (4 years 9 months)• Problem: Develop a chatbot to provide immediate first aid advice to users based on their symptoms and queries, aiming to enhance accessibility to critical information.. • Approach:
- HHealth Care DiagnosisApr 2021