rayyan ahmed
@rayyanahmed
Aspiring data analyst with expertise in machine learning and visualization.
PakistanWhat I'm looking for
I'm Rayyan Ahmed, a dedicated Bachelor of Science student in Artificial Intelligence at FAST NUCES, Karachi. My academic journey has equipped me with a solid foundation in data structures, algorithms, and machine learning, complemented by hands-on experience as a Data Analyst Intern at Tapal Tea. During my internship, I successfully analyzed purchasing data to improve procurement efficiency by 15% and developed interactive dashboards that reduced report preparation time by 50%.
In addition to my internship, I have worked on several innovative projects, including an Automated Cricket Highlight Generation system that utilizes computer vision and machine learning to detect key events in real-time. My passion for data analysis drives me to explore diverse applications, such as predicting university students' GPA based on various factors, where I achieved an impressive 83% accuracy. I am committed to leveraging my skills to contribute to impactful data-driven solutions.
Experience
Work history, roles, and key accomplishments
Automated Cricket Highlight Generation
Self-Directed Project
Sep 2024 - Present (1 year 10 months)
Developed a model for automated cricket highlight generation using computer vision and OCR technologies. The project involved creating a custom dataset, integrating a real-time chatbot for match queries, and implementing a win predictor model using machine learning techniques.
AI-Based Weaving Inspection Tool
Self-Directed Project
Sep 2024 - Oct 2024 (1 month)
Created an AI-based system for real-time defect detection in weaving processes. This project involved collecting and labeling fabric data, developing a computer vision model, and implementing machine learning algorithms to enhance quality control and defect identification.
Data Analyst Intern
Tapal Tea
Jun 2024 - Jul 2024 (1 month)
As a Data Analyst Intern at Tapal Tea, I analyzed purchasing data to identify trends, leading to a 15% improvement in procurement efficiency. I developed interactive dashboards using SAP Analytics Cloud and Power BI, which reduced report preparation time by 50%. Additionally, I implemented predictive models for forecasting material purchases with 85% accuracy and wrote complex SQL queries for data
Predicting University Student’s GPA
Self-Directed Project
Sep 2023 - Oct 2023 (1 month)
Conducted a project to predict university students' GPA based on various factors. This involved designing a survey, performing data cleaning and exploratory analysis, and developing predictive models using Decision Trees and Random Forest, achieving 83% accuracy.
Education
Degrees, certifications, and relevant coursework
Foundation for Advancement of Science and Technology
Bachelor of Science, Artificial Intelligence
2021 -
Aga Khan Higher Secondary School
High School Diploma, High School
2019 - 2021
Completed high school education with a focus on foundational subjects necessary for higher education.
Availability
Location
PakistanAuthorized to work in
Job categories
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