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Abdullah Ahmad

Abdullah Ahmad

Undergraduate Teaching Assistant

Followers of Abdullah Ahmad194 followers
location of Abdullah AhmadHouston, Texas, United States

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  • Timeline

  • About me

    Machine Learning Engineer | Data Scientist | AWS Certified | MSc AI @ Essex

  • Education

    • Air University

      2016 - 2020
      Bachelor of Science - BS Computer Science CGPA: 3.17, CS Majors: 3.41

      Coursework: Data Science, Artificial Intelligence, Data Structures and Algorithms, Design and Analysis of Algorithms, Database Systems, Computer Communication and Networks, Full Stack Web Development, Game Design

    • University of Essex

      2023 - 2024
      Master of Science - MS Artificial Intelligence Distinction, CGPA: 4.0/4.0

      Coursework: Deep Learning, Machine Learning, Natural Language Engineering, Intelligent Systems and Robotics, Data Science and Decision Making, Big Data for Computational FinanceDissertation: VidInstructQA: Zero-Shot Multimodal Prompt-Guided Video Understanding and Question AnsweringDissertation Advisor: Dr. Luca Citi

  • Experience

    • Air University

      Jan 2020 - Jul 2020
      Undergraduate Teaching Assistant

      - Assisted with planning the syllabus, organizing guest lectures, designing course and lab assignments, and collecting feedback for CS469: Data Science.

    • Fiverr

      Jul 2020 - Sept 2021
      Machine Learning Engineer

      - Provided machine learning and application development services. Completed projects such as: Automated Test Checker and Feedback Generator, Resume Ranking System, and Soccer Score.

    • Neurog

      Oct 2021 - May 2022
      Junior Machine Learning Engineer

      - Collaborated with cross-functional teams to develop end-to-end data-driven solutions for NFT price prediction and multimodal in-bed pose estimation. Performed preprocessing, feature engineering, and analysis on different datasets.- Implemented automated data collection pipelines, including web scraping and API integrations for diverse data sources like OpenSea, social media platforms, integrating crypto and commodity prices from Binance and Yahoo Finance.- Created annotation tools on Tkinter and interactive web applications for Decentraland and Sandbox, presenting micro-feature information. Contributed to model development, achieving 68% accuracy in price prediction and 71% PCKh@0.5 performance in pose estimation. Show less

    • Air University

      Jun 2022 - Mar 2023
      Research Engineer

      - Led multiple research projects including Fake Job Classification, Sentiment Analysis of Covid Vaccine Opinions, and ECG Classification on PhysioNet.- Scraped and labeled 10,000+ tweets for sentiment analysis of the Pakistani public regarding Covid vaccines, fine-tuned BERT, and achieved a 95.62 F1 score. Analysis revealed 42% neutral, 41% positive, and 17% negative sentiments.- Designed a hybrid residual-inception network for ECG classification on a Kaggle PhysioNet dataset, achieving a third-best score of 50.87%. Show less

    • Illinois Institute of Technology

      Jun 2023 - Jul 2023
      Data Analyst

      - Designed and developed a dynamic Power BI dashboard to visualize and analyze facebook marketing data, providing actionable insights for decision-making.- Conducted data cleaning, transformation, and statistical analysis on large datasets to identify key trends and optimize marketing strategies.- Elevate Experiential Learning Program + Tuition Scholarship

    • Essex Brain-Computer Interfaces and Neural Engineering Lab

      Jan 2024 - Jan 2025
      Graduate Student Researcher

    • Walmart

      Jan 2025 - now
      Digital Associate

  • Licenses & Certifications