Hi there, I'm Audity Ghosh 👋

Welcome to my GitHub! I'm a teacher and Computer Science & Engineering graduate with a focus on AI, ML, and Bioinformatics.

🚀 About Me:

• 👩‍🏫 Lecturer, Computer Science & Engineering, University of Information Technology and Sciences
• 🎓 B.Sc. in Computer Science & Engineering from Rajshahi University of Engineering & Technology (RUET) with CGPA: 3.79/4.00.
• 💻 Exploring GANs, NLP, Computer Vision, Edge AI, Human Computer Interaction, Augmented Reality and Cybersecurity.
• 🌱 Working on my thesis: Text-to-Image Generation using GANs.
• 💬 Let's talk AI, Machine Learning, Bioinformatics, or Deep Learning!

📈 GitHub Stats:

🛠️ Technologies:

• Languages: Python, C++, Java, SQL
• Frameworks & Tools: PyTorch, Scikit-Learn, OpenCV, Git, MySQL, Visual Studio Code, Jupyter, Microsoft Azure, Microsoft Office, OpenGL
• Web: HTML, CSS

🔗 Connect with Me:

• LinkedIn
• Kaggle
• Leetcode

---

📚 Education:

• Rajshahi University of Engineering & Technology, Bangladesh
  B.Sc. in Computer Science & Engineering, 2023
  CGPA: 3.79/4.00 (First Class 3rd with Honors)

• Rajuk Uttara Model College, Dhaka, Bangladesh
  Higher Secondary Certificate, 2017
  GPA: 5.00/5.00

• Uttara High School, Dhaka, Bangladesh
  Secondary School Certificate, 2015
  GPA: 5.00/5.00

---

🧠 Research:

• Generative Adversarial Network Based Text-to-Image Generation (Undergraduate Thesis)

  • Generated realistic images from text descriptions using GANs.

• KPhogly-RAM: Prediction of Phosphoglycerylation Sites

  • Applied HMM Profiles, SMOTE, and machine learning for optimization.
  • Presented at IEEE 2022 International Women in Engineering Conference.

---

🔧 Key Projects:

• Durbar: Medical Info Website
  Finalist at IEEE Yesist12 Maker Fair 2020

  • A website providing medical information like hospitals, doctors, and ambulance services.

• Audi Car’s Dataset Analysis

  • Applied data visualization and ML algorithms on car dataset.

• Face Recognition Attendance

  • Developed an attendance system using face recognition with Python and OpenCV.

---

💼 Work Experience:

• Lecturer - Computer Science & Engineering University of Information Technology & Sciences
  • Courses: Computer Graphics and Multimedia, Simulation and Modeling, Object Oriented Programming, Computer Programming, Digital Image Processing
• Junior ML Engineer – Omdena Local Chapter Challenge
  AudioShield: Detecting Deepfake Voices
  • Built a real-time deepfake detection app using ML and DL.

---

🏆 Achievements:

• Best Student in AI Microdegree™ – 2023
• Microdegree™ in NLP – 2023
• Fundamental IT Engineer Exam – 2022
• Neural Networks & Deep Learning – 2022
• Microdegree™ in Deep Learning – 2022
• Microdegree™ in Machine Learning – 2022

---

🌱 Volunteer Experience:

• Microsoft Learn Student Ambassador (Gold) – 2021-

  • Hosted events on Python, GitHub, Azure and PyTorch.
  • Completed AI - 900 Cloud Skills Challenge.

• President, Dhaka Nibashi Shomity – 2023
  Rajshahi University of Engineering & Technology

  • Led the initiative for the University Library Website.