Academic Background

Bachelor of Science (BSc) in Electrical and Electronic Engineering
BRAC University, Dhaka, Bangladesh | Year: 2021

Higher Secondary Certificate (HSC)
Cantonment Public School and College, Rangpur | Year: 2014

Secondary School Certificate (SSC)
Sathibari ML High School, Rangpur | Year: 2013

Certifications

Built and trained deep neural networks, implementing vectorized architectures for real-world applications.
Developed CNNs for detection and recognition tasks, utilizing neural style transfer for creative image generation.
Constructed RNNs and applied NLP techniques using Hugging Face transformers for Named Entity Recognition and Question Answering.

Designed and trained machine learning models with NumPy and scikit-learn, mastering supervised learning for prediction and binary classification.
Developed decision trees and ensemble methods, employing best practices for model development.
Built recommender systems using collaborative filtering and deep reinforcement learning techniques.

IBM Data Science Specialization
Certified by IBM & Coursera

Acquired practical skills and knowledge essential for data scientists, including Python and SQL.
Executed data importing, cleaning, analysis, and visualization, creating machine learning models and pipelines.
Completed real-world projects, building a portfolio to demonstrate proficiency to potential employers.

TensorFlow Developer Specialization
Certified by DeepLearning.AI & Coursera

Mastered TensorFlow to train neural networks for computer vision applications, implementing strategies to prevent overfitting.
Developed natural language processing systems and trained RNNs, GRUs, and LSTMs using text data.