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Achievements

Achievement: YOLOAchievement: Pull Shark

Achievements

Achievement: YOLOAchievement: Pull Shark

Highlights

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Farmanmann/README.md

Farman Ali | Software Developer & Researcher

🌐 Contact Information

Relevant Coursework

  • Data Structures and Algorithmic Analysis
  • Advanced Algorithms Design and Analysis
  • Systems Programming in UNIX
  • Software Engineering
  • Computer Architecture
  • Database Systems
  • Artificial Intelligence

🚀 Projects

Oil Well Monitoring System

Technologies: FastAPI, React, Server-Sent Events (SSE)

  • Developed a real-time monitoring infrastructure for 9 oil wells
  • Engineered interactive dashboards capable of processing 24,000 data points
  • Implemented continuous data updates with sub-second latency

Sign Language Translator

Technologies: Deep Learning, Convolutional Neural Networks (CNNs)

  • Created an AI-powered sign language letter recognition system
  • Achieved remarkable performance metrics:
    • 90.78% test accuracy
    • 89.85% mean average precision
  • Optimized model using cross-entropy loss and Adam optimizer

Marine Trash Detection System

Technologies: Python, YOLOv7, Computer Vision

  • Developed an object detection solution for marine environment analysis
  • Implemented advanced detection algorithms with 90% recall rate
  • Enhanced model performance through strategic data augmentation

🏆 Leadership

Director of Education | Association for Computing Machinery at UTD

  • Led 150+ member Mentorship Program with 85% mentee career goal success
  • Organized 10+ events benefiting over 75% of students

💻 Technical Skills

Programming Languages

  • Java, JavaScript, Python, C#, C++, C
  • HTML, CSS, SQL, MySQL, NoSQL, PHP, Swift

Frameworks

  • React.js, Node.js, YOLOv7, Next.js

Developer Tools

  • Git, Ubuntu, Docker
  • MongoDB, Pandas
  • RESTful APIs

Pinned Loading

  1. r0ver_Optometry_Research r0ver_Optometry_Research Public

  2. Oil-Well-Monitoring-System Oil-Well-Monitoring-System Public

    JavaScript

  3. pranavbalu1/Sign-Language-Translator pranavbalu1/Sign-Language-Translator Public

    This project aims to create a sign language translator using computer vision and machine learning. It uses the Sign Language MNIST dataset to train a model that predicts hand gestures representing …

    Python 3

  4. NLP-Article-Extractor NLP-Article-Extractor Public

    HTML

  5. MistahSanta/Carcari MistahSanta/Carcari Public

    PHP 1

  6. caleb-j-kim/climate-change-forecast caleb-j-kim/climate-change-forecast Public

    Developing a customized climate-change analysis and forecasting tool that's equipped with a graphical interface that allows users to analyze climate-change trends in a selected region. This tool ma…

    Python 1