U

Umair Ahmad

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Rahwali, Punjab, Pakistan
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Résumé

Jobs verified_user 0% verified
  • Boston University
    AI Research Collaborator
    Boston University
    Jun 2025 - Oct 2025 (5 months)
    Worked under the mentorship of a senior Ph.D. researcher at BU SecLab, focused on building security-aware AI systems for vulnerability detection in software source code. Worked on dataset creation and preprocessing, pre-trained and instruction-tuned LLMs from scratch, and finetuned models for vulnerability detection using supervised and reinforcement-based techniques. Leveraged Hugging Face tools and integrated custom components, gaining experience with model training workflows and experiment tracking via Weights & Biases.
  • S
    MERN Stack Intern
    Skillify Zone
    Jul 2024 - Sep 2024 (3 months)
    Developed a full-stack movie listing platform using React (Vite), Node.js/Express, and MongoDB with JWT-based authentication, REST API integration, and database schema design. Built a comprehensive admin panel with role-based access controls and secure middleware, enabling administrators to efficiently manage users, content, and platform analytics.
Education verified_user 0% verified
  • L
    BS Computer Science
    Lahore Garrison University (LGU)
    Jan 2022 - Sep 2025 (3 years 9 months)
    Selected Courses: Machine Learning | Natural Language Processing | Software Engineering | Website Development | Advanced Programming | Artificial Intelligence | Algorithms | Data Science | Computer Networking | Operating Systems | Distributed Systems | Professional Practices
  • P
    Intermediate in Computer Science
    Punjab Group of Colleges, Gujranwala
    Jan 2020 - Jan 2022 (2 years 1 month)
Projects (professional or personal) verified_user 0% verified
  • A
    AI-Powered Business Automation Platform – Final Year Project
    Sep 2025 - Current (10 months)
    Engineering a multi-agent cognitive architecture using LangGraph and FastAPI, employing a "Supervisor Pattern" to dynamically orchestrate specialized Sales and Inventory agents. Developing a stateful backend with PostgreSQL for context retention and a React.js interface utilizing WebSockets for real-time, low-latency token streaming.
  • F
    Fine-Tuning PolyCoder on the Devign Dataset for Vulnerability Detection
    Jul 2025 - Oct 2025 (4 months)
    Applied supervised fine-tuning (SFT) to adapt the PolyCoder 160M model to vulnerability detection using the Devign dataset, achieving strong performance in identifying insecure code patterns. Integrating reinforcement learning-based fine-tuning (RFT) strategies to further improve the model's precision in detecting code vulnerabilities, experimenting with custom training loops and reward functions.
Awards verified_user 0% verified
  • D
    Dean's List
    Jan 2025
  • S
    Stanford Machine Learning Specialization
    Jan 2025