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United States
Work Background
Centroid SolutionsData Scientist
May. 2024Dubai, United Arab Emirates
Connecting Research to Development (CRD)Data Scientist
Sep. 2023 - Apr. 2024Dubai, United Arab EmiratesConducted data analysis project in Python, delivering insights from data collected, with findings shared with UNICEF. Utilized ArcGIS Pro to map 286 areas in Lebanon, creating a detailed grid system for building detection using deep learning features, and shared them on ArcGIS Online for facilitating the team in data collection process. Represented PHCCs in Lebanon to get how many and what cadasters each PHCC covers, and how many and what other PHCC it intersects with. Worked on extracting data from messaging platforms, utilizing cloud storage solutions for data handling. Executed advanced text analysis techniques, including topic detection, classification based on predefined topics, and sentiment analysis leveraging NLP libraries. Employed state-of-the-art machine learning models for generating topic embeddings, enhancing data consistency through cosine similarity measures. Proposed and implemented the use of some existing AI tools to facilitate communication with UNICEF, WHO, and UNFPA offices. Explored innovative OCR techniques for digitizing Arabic text from vaccination cards, initially experimenting with a custom grid system before transitioning to an advanced library for more efficient data tabulation. Applied image pre-processing enhancements to optimize text recognition
accuracy. Successfully integrated these technologies to convert unstructured data into structured data frames, significantly streamlining the data management process.
Kaso (YC W22)Business Intelligence Engineer
Oct. 2022 - Jun. 2023Dubai, United Arab EmiratesWorked on product categorization project using text data. Explored the efficiency of some machine learning models in categorization like Random Forest, and KNN. Conducted data analysis tasks to derive insights and support decision-making processes. Developed and deployed Python scripts on the Google Cloud Platform for seamless integrations with third-party systems. Integrated some Python scripts with Salesforce for better data handling and processing. Created some automation flows that does actions depending on predefined trigger. Utilized advanced data manipulation and modeling techniques to optimize data quality and accuracy. Collaborated with cross-functional teams to gather requirements and deliver effective solutions.
Kaso (YC W22)Salesforce Administrator and Developer
Apr. 2022 - Jun. 2023Dubai, United Arab EmiratesDeveloped APEX classes and triggers to ensure Salesforce functionality and customization. Built Visualforce pages for customized solutions. Created flows (record-triggered, screen, and time-triggered) to automate processes. Managed Salesforce roles, profiles, sharing rules, workflows, and groups. Built custom reports and dashboards for sales analytics.
Golden CircleFront-End Web Developer
Jan. 2022 - Apr. 2022Dubai, United Arab EmiratesDeveloped and built over 20 HTML pages using the Bootstrap framework, ensuring responsive and visually appealing web interfaces. Resolved bugs to enhance resistivity in web and mobile views, improving functionality and compatibility. Managed bug resolution tasks efficiently, meeting project deadlines and delivering high-quality results.
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