Ahmed Abdelbasset Aboelhamd Basha

Ahmed Abdelbasset Basha AI Engineer Egypt- (- –-Matarya, Cairo LinkedIn | GitHub Graduate with a Master’s degree in Artificial Intelligence and Data Science, as well as a Diploma holder in Business Intelligence and Big Data Development offered by Information Technology Institute (ITI). Passionate about developing skills in machine learning, natural language processing and LLM. Strong foundation in programming and eager to learn and contribute to the field. Seeking opportunities to gain practical experience. EDUCATION- Master of Science - MS, Artificial Intelligence and Data Science Queen's University – Canada GPA: 4.3 08/2022 – 11/2022 Business intelligence development – (ITI) Diploma Information technology institute ITI- BSc. in Communication & Electronics Engineering Faculty of Engineering, El-Shorouk academy. Graduation project: voice and data transmission through optical fiber project Grade: Excellent Overall Grade: Very good with honor (83%). EXPERIENCE 11/2023 – Present Data Scientist and Generative AI Engineer UNDP Egypt • Developed an AI model leveraging Generative Pre-trained Transformer (GPT) models along with Machine Learning algorithms such as linear regression, random forest, SVM, etc. to analyze data and predict the effects of crises on Egypt's economy, food security, energy access, and other domains as part of an Egypt Horizon Scan system. • Analytics Cluster Coordinator. • Support data tasks for all feature development. • Data engineering and operations. Build database for all features. Set data structures and curation. • Data acquisition for indicators set, and Emerging Issues of the Month model. Includes a Data-Map Sheet. • Collaborated with the technical team to integrate the AI model into UNDP Platform. • Kept the project team and stakeholders informed on a regular basis, making sure that the goals of the project were being met. 07/2023 – 10/2023 Generative AI Engineer Rology • • • • • Developed an AI model using Generative Pre-trained Transformer (GPT) models to simplify and summarize complex radiological reports into easily understandable content for patients. Collaborated with the technical team to integrate the AI model into the Rology Teleradiology Platform. Worked with sensitive medical data, adhering strictly to data privacy regulations and ensuring the confidentiality of patient information. Assisted the medical team in classifying the extensive dataset radiological reports provided by Rology. Regularly communicated with the project team and stakeholders, providing updates and ensuring alignment with project objectives. Accomplishment: Prompt Engineering that made GPT-3.5 Performance Close to GPT-4. Successfully developed an AI model that improved patient understanding of their radiological reports, thereby enhancing patient-provider communication and patient outcomes. Assisted in the seamless integration of the AI model into the Rology Teleradiology Platform, facilitating easy access for patients. Ensured the model effectively generated patient-friendly summaries in English. The model performance surpassed GPT3.5 in its generated reports. 1 10/2021 – 05/2022 Frontend Developer Freelancer • Develop new user-facing features. • Build reusable code and libraries for future use. • Collaborate with other team members and stakeholders. • Optimize application for maximum speed and scalability. 06/2021 – 11/2021 Biomedical Field Service Engineer Ultra Vision • Perform On-Site Equipment repair, conduct troubleshooting and provide technical support services. • Order and Install New Lab Equipment customer’s technical specifications and evaluate what devices will best meet their needs. • Provide Technical Customer Support by helping implement equipment changes according to customer laboratory policies and practices. 01/2021 – 03/2021 Technical Support Engineer Telecom Egypt (WE) • provide a professional first technical point of contact for the customer. • Diagnose fault-related cases by effectively utilizing software diagnostics. • Provide updates as needed to the customer in order to meet performance objectives. • ensure cases are allocated to the most appropriate ‘next step’ as part of the case flow process. PROJECTS 1. PATIENT COMMUNICATION ENHANCEMENT IN RADIOLOGY (NLP & LLM): • • • -. Developed an AI model that simplifies and summarizes radiology reports, translating them into easily understandable patient-facing content in Arabic/English languages. Data Annotation using GPT and Fine tune LLM Integrate the developed AI model with Teleradiology Platform. ANTI-CANCER DRUG ACTIVITY PREDICTION AIRBNB PRICE CATEGORY PREDICTION FAKE REDDIT PREDICTION A FIRST DATE WILL LEAD TO A RELATIONSHIP? WISH PRODUCTS RATING PREDICTION SOCIAL MEDIA SENTIMENT ANALYSIS (PYSPARK) COVID-19 OUTCOME PREDICTION EXAMINATION SYSTEM (ITI GRADUATION PROJECT): • • (GitHub) (GitHub) (GitHub) (GitHub) (GitHub) (GitHub) (GitHub) (GitHub) Lucid-chart, SSMS, SSRS, Power Bi for Visualization & Dashboard C# ADO: Windows Form App to display SSRS reports, help instructor inserting questions & exams into DB and check students’ grades, help students to display their course & take exams and checking their grades 2 SKILLS • • • • • • • • Large Language Models (LLM), Fine Tuning, PEFT, QLoRA, Quantization, Model Optimization, Text Generation. Programming: Python, C#, XML, DART. Data Visualization: Power BI, Tableau, Excel. • • Database: Microsoft SQL Server. Microsoft BI Stack: SSIS, SSAS, SSRS. Prompt Engineering. TensorFlow and PyTorch. Concept of: OOP, ETL, DWH, Cloud Computing, Big Data, Software Testing. Big Data Tools: Spark, Hadoop, Pig. Designing & Developing Artificial Intelligence (AI), Machine Learning and Deep Learning models (Algorithms, Optimizers and Techniques) COURSES, TRAININGS & CERTIFICATES Sep 2019 – Nov 2019 AWS Certified Cloud Practitioner Embedded Systems Boot Camp Amazon Web Services - Issued May 2023 Show credential Private Center Jul 2017 – Sep 2017 Microsoft Certified: Azure Data Scientist Associate Training course on telephone networks. Telecom Egypt Company Microsoft Issued Dec 2022 Show credential Jul 2016 – Aug 2016 HCIA-AI Field Training in electric and electronic maintenance Huawei Issued Nov 2022 Show credential Arab Organization for Industrialization Jun 2015 – Jul 2015 Google Data Analytics Specialization Programmable Logic control (PLC) & Microcontroller Google Issued Dec 2022 Show credential Benha Electronics Company IBM Data Science Professional Certificate Jan 2014 – Feb 2014 IBM Issued Dec 2021 Show credential Switching system Cairo Oil Refining Company LANGUAGE • Arabic: Mother Tongue, English: Professional Working Proficiency 3